103 curated models × 40 GTM tests, deterministic scoring (scorer v2, post-fix). Green = perfect pass. Click any model name to read its actual answers per test in the Response Reviewer.
| # | Model | Mean | Pass | Cost | Lat | Communication | Customer & Success | Data & Crm | Deal & Intelligence | Marketing | Ops & Maintenance | Rep & Performance | Reporting & Analytics | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ceo slack compression | funnel digest paragraph | partner digest section | rfp answer from policy | stalled deal followup | churn save eligibility | expansion kit | onboarding status | renewal risk conflicting dates | ticket theme synthesis | crm completeness enrichment | gong hubspot join integrity | owner resolution | snowflake sql trapped catalog | stage hygiene audit | call transcript extraction | closed lost classification | next to close | pipeline tiering | product gap detection | case study match | channel attribution math | competitor battlecard update | nurture sequence diagnosis | weekly marketing goals rollup | datadog incident timeline | feature flag state summary | nda triage | runbook from slack thread | skill file reconciliation | activity mix vs outcome | ae qtd scorecard | multithreading gap | stale pipeline by rep | talk track from transcripts | aha moment 2x2 | arr rollforward reconciliation | kvm month over month | q3 weighted forecast | rewards ytd section | ||||||
| 1 | meta/muse-spark-1.1 📄 view answers vs correct answer →open | 0.977 | 35/40 | $2.17 | 40s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ |
| 2 | moonshotai/kimi-k3 📄 view answers vs correct answer →frontier | 0.976 | 36/40 | $7.67 | 102s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 3 | xiaomi/mimo-v2.5-pro 📄 view answers vs correct answer →open | 0.974 | 36/40 | $0.69 | 119s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | 0.70 | ✓ |
| 4 | meta/muse-spark-1.3 📄 view answers vs correct answer →open | 0.973 | 35/40 | $3.03 | 43s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.83 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ |
| 5 | z-ai/glm-5.3-flash 📄 view answers vs correct answer →open | 0.968 | 35/40 | $0.28 | 401s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.67 |
| 6 | tencent/hy3-preview 📄 view answers vs correct answer →open | 0.968 | 34/40 | $0.59 | 82s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 7 | tencent/hy3 📄 view answers vs correct answer →open | 0.967 | 36/40 | $0.33 | 1611s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | ✓ | ✓ | 0.60 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 8 | anthropic/claude-opus-5 📄 view answers vs correct answer →open | 0.967 | 35/40 | $15.91 | 107s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.80 | 0.50 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 9 | google/gemini-3.8-flash 📄 view answers vs correct answer →open | 0.966 | 34/40 | $6.34 | 117s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.67 | ✓ | 0.83 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 10 | qwen/qwen3.8-flash 📄 view answers vs correct answer →open | 0.965 | 34/40 | $0.34 | 111s | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ |
| 11 | meta/muse-spark-1.2 📄 view answers vs correct answer →open | 0.964 | 33/40 | $3.60 | 62s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.83 | ✓ | 0.80 | ✓ | ✓ |
| 12 | z-ai/glm-5.1 📄 view answers vs correct answer →open | 0.964 | 33/40 | $1.99 | 178s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | 0.80 | ✓ | 0.90 | ✓ |
| 13 | qwen/qwen3.8-max-0902 📄 view answers vs correct answer →open | 0.962 | 34/40 | $3.88 | 160s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | 0.83 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.60 | ✓ | ✓ | ✓ |
| 14 | z-ai/glm-5.3 📄 view answers vs correct answer →open | 0.960 | 33/40 | $6.86 | 301s | 0.80 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | 0.90 | ✓ |
| 15 | deepseek/deepseek-v4-pro 📄 view answers vs correct answer →open | 0.959 | 33/40 | $1.04 | 328s | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.67 | 0.80 | ✓ | 0.80 | ✓ |
| 16 | anthropic/claude-opus-4.5 📄 view answers vs correct answer →open | 0.957 | 32/40 | $9.83 | 90s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.80 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 17 | sakana/fugu-ultra 📄 view answers vs correct answer →open | 0.957 | 34/40 | $31.55 | 410s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 18 | openai/gpt-5.5-pro 📄 view answers vs correct answer →frontier | 0.956 | 32/40 | $123.62 | 183s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.80 | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.86 | ✓ | ✓ | 0.75 | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 19 | meituan/longcat-2.0 📄 view answers vs correct answer →open | 0.955 | 32/40 | $0.63 | 245s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | 0.60 | ✓ | 0.90 | ✓ |
| 20 | anthropic/claude-opus-4.7 📄 view answers vs correct answer →open | 0.954 | 33/40 | $10.70 | 62s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.60 | ✓ | ✓ | 0.83 | ✓ | 0.83 | ✓ | 0.80 | 0.50 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.80 | ✓ | ✓ |
| 21 | google/gemini-3.7-flash 📄 view answers vs correct answer →frontier | 0.953 | 31/40 | $5.14 | 83s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.83 | ✓ | ✓ | 0.90 | ✓ |
| 22 | moonshotai/kimi-k2.7-code 📄 view answers vs correct answer →open | 0.953 | 31/40 | $1.57 | 1145s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.83 | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | 0.60 | 0.80 | 0.90 | ✓ |
| 23 | qwen/qwen3.8-27b 📄 view answers vs correct answer →open | 0.953 | 32/40 | $1.63 | 213s | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.67 | 0.80 | ✓ | ✓ | ✓ |
| 24 | openai/gpt-5.2-pro 📄 view answers vs correct answer →open | 0.952 | 31/40 | $97.83 | 181s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | 0.83 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.83 |
| 25 | openai/gpt-6-astra 📄 view answers vs correct answer →open | 0.952 | 34/40 | $19.82 | 48s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | 0.80 | 0.50 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 26 | deepseek/deepseek-v4-pro-0813 📄 view answers vs correct answer →open | 0.947 | 32/40 | $1.85 | 110s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | 0.50 | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 27 | anthropic/claude-haiku-4.5 📄 view answers vs correct answer →frontier | 0.944 | 30/40 | $2.34 | 59s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.86 | ✓ | ✓ | 0.75 | 0.67 | ✓ | 0.67 | 0.80 | ✓ | ✓ | ✓ |
| 28 | openai/gpt-5.2 📄 view answers vs correct answer →open | 0.944 | 29/40 | $7.35 | 106s | 0.80 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | 0.83 | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 |
| 29 | qwen/qwen3.8-2.4t-a95b 📄 view answers vs correct answer →open | 0.943 | 31/40 | $5.20 | 259s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ |
| 30 | openai/gpt-5.6-luna-pro 📄 view answers vs correct answer →open | 0.943 | 31/40 | $1.04 | 75s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | 0.75 | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 |
| 31 | minimax/minimax-m2.1 📄 view answers vs correct answer →open | 0.942 | 31/40 | $0.67 | 60s | 0.60 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.83 | 0.80 | ✓ | ✓ | 0.50 |
| 32 | openai/gpt-5.4-pro 📄 view answers vs correct answer →open | 0.942 | 32/40 | $131.87 | 256s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.80 | 0.50 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 33 | openai/gpt-5.5 📄 view answers vs correct answer →frontier | 0.941 | 31/40 | $9.06 | 37s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.80 | ✓ | 0.67 | 0.67 | 0.67 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 34 | openai/gpt-6-astra-pro 📄 view answers vs correct answer →open | 0.941 | 32/40 | $43.54 | 69s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | 0.80 | 0.50 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 35 | anthropic/claude-sonnet-5 📄 view answers vs correct answer →open | 0.940 | 32/40 | $8.38 | 115s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.60 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.86 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.60 | ✓ | ✓ | 0.50 |
| 36 | openai/gpt-5.6-sol 📄 view answers vs correct answer →frontier | 0.940 | 29/40 | $3.67 | 39s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | 0.80 | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.80 | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.86 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 37 | deepseek/deepseek-v4-flash-0731 📄 view answers vs correct answer →open | 0.939 | 30/40 | $0.09 | 55s | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | ✓ | ✓ | 0.67 | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.70 | ✓ |
| 38 | anthropic/claude-opus-4.8 📄 view answers vs correct answer →frontier | 0.937 | 28/40 | $13.06 | 77s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | 0.67 | 0.83 | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.67 | 0.80 | ✓ | 0.90 | ✓ |
| 39 | openai/gpt-5.6-sol-pro 📄 view answers vs correct answer →open | 0.937 | 31/40 | $7.97 | 53s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 |
| 40 | openai/gpt-5.6-luna 📄 view answers vs correct answer →frontier | 0.936 | 30/40 | $0.42 | 41s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | 0.80 | ✓ | 0.83 | 0.50 | ✓ | ✓ | 0.80 | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 41 | deepseek/deepseek-v4-flash 📄 view answers vs correct answer →open | 0.936 | 30/40 | $0.20 | 151s | 0.60 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | 0.83 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.83 | 0.60 | ✓ | ✓ | 0.50 |
| 42 | openai/gpt-5.4-mini 📄 view answers vs correct answer →frontier | 0.935 | 30/40 | $3.21 | 72s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | 0.75 | ✓ | 0.80 | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | 0.83 | 0.60 | ✓ | ✓ | ✓ |
| 43 | xiaomi/mimo-v2.5 📄 view answers vs correct answer →open | 0.932 | 30/40 | $0.27 | 63s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | 0.67 | ✓ | 0.80 | 0.75 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | 0.60 | ✓ | ✓ | 0.50 |
| 44 | openai/gpt-5.1 📄 view answers vs correct answer →open | 0.931 | 30/40 | $4.83 | 115s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.60 | ✓ | 0.75 | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.71 | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.83 | ✓ | ✓ | 0.60 | ✓ |
| 45 | openai/gpt-5-pro 📄 view answers vs correct answer →open | 0.927 | 29/40 | $93.00 | 355s | 0.80 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.60 | 0.80 | 0.75 | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.67 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 46 | meta/muse-glimmer-30b 📄 view answers vs correct answer →open | 0.925 | 30/40 | $0.98 | 98s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.80 | 0.75 | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✗ |
| 47 | openai/gpt-5.4-nano 📄 view answers vs correct answer →open | 0.924 | 27/40 | $1.04 | 117s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | 0.75 | 0.33 | ✓ | 0.83 | 0.80 | 0.80 | 0.90 | 0.83 |
| 48 | stepfun/step-3.5-flash 📄 view answers vs correct answer →open | 0.923 | 29/40 | $0.45 | 166s | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | 0.75 | 0.83 | ✓ | 0.83 | ✓ | ✓ | 0.40 | 0.50 |
| 49 | minimax/minimax-m2.5 📄 view answers vs correct answer →open | 0.923 | 28/40 | $0.44 | 594s | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.60 | 0.83 | ✓ | 0.75 | 0.80 | ✓ | 0.75 | 0.83 | 0.67 | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | 0.80 | ✓ | ✓ | 0.50 |
| 50 | openai/gpt-5.6-terra 📄 view answers vs correct answer →frontier | 0.920 | 27/40 | $3.67 | 27s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.60 | ✓ | ✓ | ✓ | 0.80 | 0.80 | ✓ | 0.67 | 0.67 | ✓ | ✓ | 0.80 | 0.75 | 0.80 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| 51 | inclusionai/ling-3.0-flash 📄 view answers vs correct answer →open | 0.919 | 28/40 | $0.06 | 49s | ✓ | 0.67 | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.40 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.60 | 0.80 | ✓ | ✓ |
| 52 | stepfun/step-3.7-flash 📄 view answers vs correct answer →open | 0.919 | 28/40 | $0.79 | 1536s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | ✓ | 0.25 | 0.83 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.83 | 0.60 | 0.80 | ✓ | ✓ |
| 53 | openai/gpt-5 📄 view answers vs correct answer →open | 0.916 | 28/40 | $6.21 | 131s | 0.80 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.80 | 0.75 | 0.67 | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | 0.60 | 0.50 |
| 54 | thinkingmachines/inkling 📄 view answers vs correct answer →open | 0.916 | 27/40 | $3.13 | 47s | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.75 | 0.80 | ✓ | 0.50 | 0.67 | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.80 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.60 | 0.80 | ✓ | ✓ |
| 55 | openai/gpt-5.6-terra-pro 📄 view answers vs correct answer →open | 0.915 | 26/40 | $7.98 | 41s | 0.80 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | 0.80 | ✓ | 0.83 | 0.67 | ✓ | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.75 | 0.83 | ✓ | ✓ | ✓ | ✓ | 0.90 | 0.50 |
| 56 | minimax/minimax-m2 📄 view answers vs correct answer →open | 0.914 | 28/40 | $1.19 | 59s | 0.60 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.50 | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.75 | 0.83 | ✓ | 0.83 | 0.80 | ✓ | 0.30 | ✓ |
| 57 | upstage/solar-pro4 📄 view answers vs correct answer →open | 0.913 | 29/40 | $0.05 | 54s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | 0.80 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✗ | ✓ | ✓ | 0.80 | ✓ | 0.70 | 0.50 |
| 58 | openai/gpt-chat-latest 📄 view answers vs correct answer →open | 0.908 | 29/40 | $3.77 | 120s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | 0.80 | ✓ | ✓ | 0.50 | ✓ | ✓ | 0.80 | 0.75 | 0.60 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.25 | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.90 | 0.50 |
| 59 | tencent/hy4-preview 📄 view answers vs correct answer →open | 0.906 | 29/40 | $1.73 | 1548s | ✓ | ✓ | ✓ | ✓ | 0.33 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✗ | 0.75 | ✓ | 0.83 | ✓ | ✓ | 0.80 | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | ✓ | 0.50 | ✓ | 0.83 | ✓ | ✓ | ✓ | ✓ |
| 60 | qwen/qwen3.7-flash 📄 view answers vs correct answer →open | 0.906 | 27/40 | $0.08 | 83s | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | ✓ | 0.60 | ✓ | 0.75 | 0.83 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.60 | 0.50 |
| 61 | openai/gpt-5-mini 📄 view answers vs correct answer →open | 0.905 | 31/40 | $1.04 | 120s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.25 | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.33 | ✓ | ✓ | 0.60 | 0.80 | ✓ | 0.33 |
| 62 | bytedance-seed/seed-2.0-mini 📄 view answers vs correct answer →open | 0.900 | 27/40 | $0.12 | 118s | ✓ | ✓ | 0.67 | ✓ | 0.67 | ✓ | 0.83 | ✓ | ✓ | 0.80 | ✓ | 0.75 | 0.83 | ✓ | 0.50 | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | 0.83 | ✓ | ✓ | 0.80 | 0.50 |
| 63 | google/gemma-4-31b-it 📄 view answers vs correct answer →open | 0.890 | 25/40 | $0.16 | 516s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.80 | 0.80 | 0.50 | 0.17 | ✓ | 0.83 | ✓ | ✓ | 0.75 | 0.80 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.75 | 0.83 | ✓ | ✓ | 0.60 | ✓ | 0.80 | ✓ |
| 64 | bytedance-seed/seed-1.6 📄 view answers vs correct answer →open | 0.889 | 28/40 | $0.71 | 116s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.67 | ✓ | ✓ | ✓ | 0.80 | 0.75 | 0.20 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | 0.67 | ✓ | 0.33 | ✓ | ✓ | 0.80 | 0.50 |
| 65 | minimax/minimax-m3 📄 view answers vs correct answer →open | 0.878 | 26/40 | $0.62 | 2415s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.80 | ✓ | 0.75 | 0.33 | ✓ | ✗ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.86 | ✓ | ✓ | 0.75 | 0.83 | ✓ | ✗ | 0.80 | 0.80 | 0.90 | ✓ |
| 66 | aion-labs/aion-3.0-mini 📄 view answers vs correct answer →open | 0.874 | 28/40 | $1.29 | 194s | 0.60 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 0.67 | ✓ | 0.67 | ✓ | 0.80 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.50 | ✓ | 0.33 | ✓ | ✓ | 0.60 | 0.50 |
| 67 | arcee-ai/trinity-large-thinking 📄 view answers vs correct answer →open | 0.873 | 26/40 | $0.68 | 74s | 0.80 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.40 | ✓ | 0.75 | 0.83 | ✓ | 0.67 | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | ✓ | 0.67 | 0.60 | 0.60 | 0.10 | ✓ |
| 68 | inception/mercury-2.5-preview 📄 view answers vs correct answer →open | 0.868 | 27/40 | $0.10 | 23s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.75 | 0.60 | ✓ | 0.75 | 0.17 | ✓ | 0.17 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.60 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | ✓ | 0.83 | 0.80 | ✓ | 0.40 | 0.50 |
| 69 | deepseek/deepseek-v3.2 📄 view answers vs correct answer →open | 0.863 | 23/40 | $0.97 | 220s | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.60 | ✓ | ✓ | 0.75 | 0.40 | ✓ | 0.50 | 0.83 | ✓ | 0.67 | ✓ | ✓ | 0.25 | ✓ | 0.75 | 0.75 | 0.80 | ✓ | 0.75 | ✓ | 0.60 | ✓ | ✓ | ✓ | 0.86 | ✓ | 0.83 | 0.50 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.90 | ✓ |
| 70 | google/gemini-3-pro-image 📄 view answers vs correct answer →open | 0.863 | 25/40 | $3.80 | 66s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.80 | 0.80 | ✓ | 0.83 | ✓ | ✓ | ✓ | 0.60 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.75 | 0.67 | ✓ | 0.17 | ✗ | ✓ | 0.60 | 0.50 |
| 71 | poolside/laguna-xs-2.1 📄 view answers vs correct answer →open | 0.854 | 20/40 | $0.36 | 623s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | ✓ | 0.80 | ✓ | 0.50 | 0.67 | 0.83 | 0.83 | 0.60 | 0.60 | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.83 | 0.80 | 0.60 | 0.30 | 0.50 |
| 72 | aion-labs/aion-2.0 📄 view answers vs correct answer →open | 0.853 | 26/40 | $0.76 | 125s | ✓ | 0.33 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.33 | ✓ | ✗ | 0.80 | 0.80 | 0.75 | 0.80 | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | ✗ | ✓ | 0.83 | 0.60 | ✓ | ✓ | 0.50 |
| 73 | thinkingmachines/inkling-small 📄 view answers vs correct answer →open | 0.851 | 23/40 | $0.89 | 58s | ✓ | ✓ | 0.67 | 0.75 | 0.67 | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.67 | ✓ | 0.83 | 0.80 | 0.80 | 0.75 | ✓ | 0.50 | 0.25 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.60 | 0.80 | ✓ | ✓ |
| 74 | google/gemma-4-26b-a4b-it 📄 view answers vs correct answer →open | 0.845 | 20/40 | $0.11 | 1002s | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.75 | 0.80 | 0.80 | ✗ | 0.17 | ✓ | 0.83 | ✓ | 0.80 | 0.75 | 0.80 | 0.50 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | 0.75 | 0.83 | ✓ | ✓ | 0.80 | 0.80 | 0.90 | 0.50 |
| 75 | openai/gpt-5-nano 📄 view answers vs correct answer →open | 0.794 | 17/40 | $0.35 | 106s | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | ✓ | 0.60 | ✓ | ✗ | 0.50 | ✓ | 0.83 | ✓ | ✓ | 0.75 | 0.80 | 0.50 | 0.75 | ✓ | 0.60 | ✓ | 0.80 | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.83 | 0.75 | 0.83 | 0.80 | 0.33 | 0.60 | 0.60 | 0.40 | 0.50 |
| 76 | mistralai/devstral-2512 📄 view answers vs correct answer →open | 0.791 | 16/40 | $0.69 | 30s | 0.60 | ✓ | 0.67 | ✓ | ✓ | 0.40 | 0.83 | 0.75 | 0.75 | 0.80 | ✓ | 0.75 | 0.33 | ✓ | 0.67 | ✓ | 0.60 | 0.75 | 0.80 | ✓ | ✓ | 0.80 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.20 | 0.83 | 0.75 | 0.50 | 0.60 | ✓ | 0.60 | ✓ | 0.60 | 0.50 |
| 77 | nvidia/nemotron-3.5-lightning 📄 view answers vs correct answer →open | 0.785 | 16/40 | $0.32 | 22s | 0.80 | ✓ | 0.67 | ✓ | 0.67 | 0.40 | 0.83 | ✓ | 0.75 | 0.80 | ✓ | 0.75 | 0.33 | 0.67 | 0.50 | ✓ | 0.80 | 0.75 | 0.80 | ✓ | 0.75 | ✗ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.50 | 0.86 | ✓ | ✓ | 0.75 | 0.83 | ✓ | ✓ | 0.60 | 0.60 | 0.50 | 0.50 |
| 78 | inception/mercury-2 📄 view answers vs correct answer →open | 0.784 | 19/40 | $0.82 | 746s | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.50 | ✓ | ✓ | 0.40 | ✓ | 0.50 | 0.33 | ✓ | ✓ | ✓ | 0.80 | 0.25 | ✓ | ✓ | 0.75 | 0.80 | ✓ | 0.75 | ✓ | 0.80 | 0.75 | ✓ | 0.50 | 0.43 | ✓ | 0.33 | 0.75 | 0.83 | ✓ | ✓ | 0.80 | 0.80 | 0.30 | 0.33 |
| 79 | openai/o4-mini 📄 view answers vs correct answer →open | 0.772 | 18/40 | $1.76 | 53s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | 0.75 | 0.60 | ✓ | 0.25 | 0.33 | ✓ | ✓ | ✓ | 0.80 | ✓ | 0.80 | 0.50 | ✓ | ✓ | 0.80 | 0.75 | 0.80 | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | 0.33 | ✓ | 0.33 | ✓ | ✗ | 0.20 | 0.80 | 0.50 | 0.50 |
| 80 | mistralai/ministral-14b-2512 📄 view answers vs correct answer →open | 0.755 | 19/40 | $0.43 | 65s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | 0.75 | 0.80 | ✓ | 0.50 | 0.17 | ✓ | 0.33 | ✓ | 0.60 | 0.75 | 0.60 | 0.75 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | 0.67 | ✓ | 0.33 | ✓ | 0.33 | 0.20 | ✓ | ✗ | 0.50 |
| 81 | inclusionai/ling-3.0-flash-fin 📄 view answers vs correct answer →open | 0.745 | 17/40 | $0.15 | 727s | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | ✓ | 0.50 | 0.60 | ✓ | 0.25 | 0.17 | ✓ | 0.83 | 0.60 | ✓ | 0.50 | ✓ | ✓ | 0.75 | 0.40 | ✓ | ✓ | 0.80 | 0.80 | ✓ | ✓ | ✓ | 0.86 | 0.60 | 0.83 | ✓ | 0.33 | ✓ | 0.17 | 0.60 | 0.20 | 0.20 | 0.50 |
| 82 | mistralai/ministral-3b-2512 📄 view answers vs correct answer →open | 0.741 | 16/40 | $0.22 | 71s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.60 | 0.33 | ✓ | 0.50 | 0.60 | ✓ | 0.50 | 0.67 | ✓ | 0.83 | ✓ | 0.60 | 0.50 | 0.60 | ✓ | 0.75 | 0.80 | 0.80 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | 0.67 | ✓ | 0.17 | ✓ | 0.67 | 0.60 | 0.60 | 0.10 | 0.50 |
| 83 | mistralai/mistral-medium-3-5 📄 view answers vs correct answer →open | 0.738 | 15/40 | $1.49 | 873s | 0.60 | ✓ | 0.67 | ✓ | ✓ | 0.20 | ✓ | 0.75 | ✓ | 0.60 | 0.80 | ✗ | 0.50 | ✓ | ✓ | ✓ | 0.80 | 0.75 | ✓ | 0.50 | ✓ | 0.80 | ✓ | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.50 | 0.86 | 0.20 | 0.50 | 0.25 | 0.83 | 0.60 | 0.83 | 0.80 | 0.60 | 0.30 | 0.50 |
| 84 | nvidia/nemotron-3-nano-30b-a3b 📄 view answers vs correct answer →open | 0.728 | 15/40 | $0.73 | 133s | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.50 | ✓ | 0.75 | 0.60 | ✓ | ✗ | 0.50 | ✓ | 0.67 | ✓ | 0.60 | 0.25 | ✓ | 0.25 | 0.75 | 0.80 | 0.80 | 0.75 | 0.80 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.33 | 0.80 | 0.83 | ✗ | 0.60 | ✗ | 0.50 |
| 85 | openai/o3 📄 view answers vs correct answer →open | 0.715 | 17/40 | $4.13 | 43s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.60 | ✓ | 0.75 | 0.75 | 0.60 | ✓ | ✗ | 0.17 | ✓ | ✗ | ✓ | 0.80 | 0.50 | 0.20 | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | ✓ | ✓ | 0.75 | ✓ | 0.20 | 0.50 | ✓ | 0.33 | 0.80 | 0.83 | 0.20 | ✓ | 0.60 | ✗ |
| 86 | mistralai/mistral-small-2603 📄 view answers vs correct answer →open | 0.711 | 10/40 | $0.13 | 9s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.83 | 0.75 | 0.75 | 0.60 | ✓ | 0.75 | 0.17 | 0.83 | 0.67 | ✓ | 0.60 | 0.75 | 0.80 | 0.50 | 0.75 | 0.80 | 0.60 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.86 | 0.20 | 0.67 | 0.75 | 0.17 | 0.80 | 0.33 | 0.20 | 0.40 | 0.40 | 0.50 |
| 87 | meta-llama/llama-4-maverick 📄 view answers vs correct answer →open | 0.699 | 14/40 | $0.24 | 151s | ✓ | ✓ | 0.67 | ✗ | ✓ | 0.80 | 0.83 | ✓ | 0.75 | 0.60 | ✓ | ✗ | 0.33 | ✓ | 0.67 | ✓ | 0.60 | 0.50 | 0.80 | 0.25 | 0.75 | 0.80 | 0.80 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | 0.86 | 0.80 | 0.17 | ✓ | ✗ | ✓ | 0.33 | 0.20 | 0.80 | 0.50 | 0.33 |
| 88 | amazon/nova-premier-v1 📄 view answers vs correct answer →open | 0.698 | 16/40 | $10.09 | 102s | 0.80 | ✓ | ✗ | ✓ | ✓ | 0.20 | ✓ | 0.75 | ✓ | 0.60 | ✓ | ✗ | 0.67 | ✓ | 0.33 | ✓ | 0.60 | 0.50 | 0.80 | ✓ | 0.25 | ✓ | 0.80 | 0.75 | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.57 | 0.80 | 0.50 | 0.75 | 0.33 | ✓ | 0.17 | 0.20 | ✓ | 0.30 | 0.50 |
| 89 | meta-llama/llama-3.3-70b-instruct 📄 view answers vs correct answer →open | 0.683 | 16/40 | $0.05 | 75s | 0.80 | ✓ | 0.67 | ✓ | ✓ | 0.60 | 0.67 | 0.50 | ✓ | 0.20 | 0.80 | ✗ | 0.67 | ✓ | 0.33 | 0.20 | 0.60 | 0.75 | 0.20 | ✓ | ✓ | ✓ | 0.60 | ✓ | 0.80 | ✓ | ✓ | ✓ | ✓ | ✗ | 0.40 | 0.50 | ✓ | ✗ | ✓ | 0.83 | 0.60 | 0.60 | ✗ | ✓ |
| 90 | upstage/solar-pro-3 📄 view answers vs correct answer →open | 0.645 | 13/40 | $0.69 | 182s | 0.40 | 0.67 | ✗ | ✓ | ✓ | 0.80 | 0.50 | ✓ | 0.50 | 0.40 | ✓ | ✗ | 0.33 | ✓ | 0.67 | ✓ | 0.80 | 0.25 | 0.80 | 0.75 | 0.75 | ✓ | ✓ | 0.75 | ✓ | 0.40 | ✓ | ✓ | 0.50 | ✗ | 0.80 | 0.33 | 0.50 | ✗ | ✓ | 0.17 | ✓ | 0.40 | 0.50 | 0.83 |
| 91 | amazon/nova-pro-v1 📄 view answers vs correct answer →open | 0.619 | 9/40 | $4.81 | 48s | ✓ | ✓ | ✗ | ✓ | ✓ | 0.60 | 0.17 | 0.25 | 0.25 | 0.20 | 0.80 | 0.25 | 0.33 | 0.50 | 0.50 | 0.80 | 0.80 | 0.25 | 0.80 | 0.25 | 0.75 | 0.80 | 0.80 | ✓ | 0.80 | ✓ | ✓ | ✓ | 0.50 | ✓ | 0.80 | 0.50 | 0.75 | 0.17 | 0.80 | 0.33 | 0.80 | 0.40 | 0.30 | 0.50 |
| 92 | ibm-granite/granite-4.0-h-micro 📄 view answers vs correct answer →open | 0.124 | 0/40 | $0.00 | 2s | 0.60 | 0.33 | ✗ | ✗ | 0.67 | ✗ | 0.17 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.17 | 0.50 | ✗ | 0.20 | ✗ | 0.25 | 0.20 | ✗ | 0.50 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.25 | 0.17 | ✗ | ✗ | 0.20 | ✗ | ✗ | ✗ | 0.40 | ✗ | ✗ | 0.20 | ✗ | 0.17 |
| 93 | minimax/minimax-m2-her 📄 view answers vs correct answer →open | 0.124 | 0/40 | $0.00 | 68s | 0.60 | 0.33 | ✗ | ✗ | 0.67 | ✗ | 0.17 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.17 | 0.50 | ✗ | 0.20 | ✗ | 0.25 | 0.20 | ✗ | 0.50 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.25 | 0.17 | ✗ | ✗ | 0.20 | ✗ | ✗ | ✗ | 0.40 | ✗ | ✗ | 0.20 | ✗ | 0.17 |
| 94 | thedrummer/cydonia-24b-v4.1 📄 view answers vs correct answer →open | 0.124 | 0/40 | $0.00 | 46s | 0.60 | 0.33 | ✗ | ✗ | 0.67 | ✗ | 0.17 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.17 | 0.50 | ✗ | 0.20 | ✗ | 0.25 | 0.20 | ✗ | 0.50 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.25 | 0.17 | ✗ | ✗ | 0.20 | ✗ | ✗ | ✗ | 0.40 | ✗ | ✗ | 0.20 | ✗ | 0.17 |
| 95 | kwaipilot/kat-coder-pro-v2 📄 view answers vs correct answer →open | 0.111 | 0/40 | $0.00 | 28s | 0.60 | 0.33 | ✗ | ✗ | 0.67 | ✗ | 0.17 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.17 | 0.50 | ✗ | 0.20 | ✗ | 0.25 | 0.20 | ✗ | 0.50 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.25 | ✗ | ✗ | ✗ | 0.20 | ✗ | ✗ | ✗ | 0.20 | ✗ | ✗ | 0.20 | ✗ | ✗ |
| 96 | kwaipilot/kat-coder-pro-v2.5 📄 view answers vs correct answer →open | 0.111 | 0/40 | $0.00 | 8s | 0.60 | 0.33 | ✗ | ✗ | 0.67 | ✗ | 0.17 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.17 | 0.50 | ✗ | 0.20 | ✗ | 0.25 | 0.20 | ✗ | 0.50 | ✗ | ✗ | ✗ | ✗ | ✗ | 0.25 | ✗ | ✗ | ✗ | 0.20 | ✗ | ✗ | ✗ | 0.20 | ✗ | ✗ | 0.20 | ✗ | ✗ |
| — | poolside/laguna-s-2.1 📄 view answers vs correct answer →openpartial · 39/40 | 0.939 (partial) | 33/39 | $0.27 | 173s | ✓ | 0.33 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.60 | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | — | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.60 | ✓ | ✓ | ✓ |
| — | ibm-granite/granite-4.2-8b 📄 view answers vs correct answer →openpartial · 39/40 | 0.912 (partial) | 24/39 | $0.36 | 310s | 0.80 | ✓ | 0.67 | ✓ | ✓ | ✓ | 0.83 | ✓ | ✓ | 0.80 | 0.80 | 0.75 | ✓ | ✓ | 0.83 | ✓ | — | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.83 | ✓ | 0.83 | 0.80 | 0.80 | 0.50 | ✓ |
| — | aion-labs/aion-3.0 📄 view answers vs correct answer →openpartial · 39/40 | 0.904 (partial) | 32/39 | $3.54 | 913s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✗ | ✓ | 0.80 | ✓ | 0.20 | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.67 | ✓ | ✓ | 0.80 | 0.80 | ✓ | ✓ |
| — | z-ai/glm-5v-turbo 📄 view answers vs correct answer →openpartial · 36/40 | 0.967 (partial) | 31/36 | $1.81 | 154s | 0.80 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | 0.80 | ✓ | — | ✓ | ✓ | 0.67 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | ✓ | ✓ | ✓ | — | 0.80 | ✓ | ✓ | — |
| — | z-ai/glm-5-turbo 📄 view answers vs correct answer →openpartial · 31/40 | 0.966 (partial) | 27/31 | $1.21 | 141s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | ✓ | — | — | ✓ | — | ✓ | 0.80 | ✓ | — | ✓ | ✓ | ✓ | ✓ | 0.75 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | — | — | ✓ | — | ✓ | — | 0.60 | ✓ | ✓ | — |
| — | nex-agi/nex-n2-mini 📄 view answers vs correct answer →openpartial · 28/40 | 0.945 (partial) | 23/28 | $0.06 | 1445s | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 0.80 | — | — | 0.33 | 0.67 | ✓ | ✓ | — | 0.75 | — | ✓ | ✓ | ✓ | — | — | ✓ | ✓ | ✓ | ✓ | ✓ | — | — | ✓ | — | — | ✓ | — | — | ✓ | 0.90 | ✓ |
| — | nex-agi/nex-n2-pro 📄 view answers vs correct answer →openpartial · 14/40 | 0.929 (partial) | 10/14 | $0.05 | 2298s | — | ✓ | 0.67 | ✓ | ✓ | — | ✓ | ✓ | — | — | — | — | — | 0.83 | — | — | — | 0.75 | — | ✓ | ✓ | ✓ | ✓ | — | — | — | ✓ | — | 0.75 | — | — | — | — | — | — | — | — | — | — | — |