- Input /1M
- $10
- Output /1M
- $50
- Context
- 1.1M
- AA Intelligence
- 52.7
- DesignArena Elo
- 1384
- Arena Elo
- 1288
- MMLU-Pro
- 88.3
- Blended
- $20.00
- Trend
- 0%
AI model rankings · Code & SLMs
MMLU-Pro Leaderboard — Coding AI Models Ranked by MMLU-Pro Score
GPT-6 Astra leads on MMLU-Pro with 88.3%, ahead of Gemini 3.1 Pro (Preview) (85.6%) across the 22 Code & SLMs models we track. MMLU-Pro is a harder, reasoning-heavy multiple-choice exam covering 14 academic and professional domains. The list spans 5 providers. The lowest-cost option is Phi-4 ($0.09 blended per 1M tokens) and the longest context is GPT-6 Astra (1.1M).
Updated October 2026 · 22 models · 5 providers · prices per 1M tokens
Top 3 Code & SLMs Models
Code & SLMs Models Ranking
22 of 22
| $10 | $50 | 1.1M | 52.7 | 1384 | 1288 | 88.3 | $20.00 | 0% | |
| $2 | $12 | 1M | 29.7 | 1235 | 1272 | 85.6 | $4.50 | 0% | |
| $2 | $10 | 1.1M | 47.6 | 1300 | 1266 | 84.6 | $4.00 | 0% | |
| $1.25 | $10 | 1M | 16.1 | 1156 | 1255 | 82.8 | $3.44 | -13% | |
| $21 | $168 | 400K | — | — | 1255 | 82.8 | $57.75 | 0% | |
| $2 | $10 | 1.1M | 47 | 1320 | 1255 | 82.8 | $4.00 | 33% | |
| $3 | $15 | 200K | 16.6 | 1145 | 1250 | 81.9 | $6.00 | 0% | |
| $0.75 | $3.75 | 1M | 40.9 | 1309 | 1244 | 81 | $1.50 | 0% | |
| $1.75 | $14 | 400K | 32.5 | 1148 | 1244 | 81 | $4.81 | 0% | |
| $0.7 | $2.5 | 64K | 13.1 | — | 1239 | 80 | $1.15 | 3% | |
| $1.75 | $14 | 400K | 30.4 | — | 1239 | 80 | $4.81 | 0% | |
| $2 | $12 | 1.1M | 42.1 | 1245 | 1233 | 79.1 | $4.50 | 0% | |
| $0.75 | $3.75 | 1M | 39.1 | 1313 | 1228 | 78.2 | $1.50 | 0% | |
| $1.25 | $10 | 400K | 24.7 | — | 1228 | 78.2 | $3.44 | 0% | |
| $0.5 | $3 | 1M | 17.9 | 1193 | 1222 | 77.3 | $1.13 | 0% | |
| $0.2574 | $1.0287 | 164K | 8.5 | — | 1211 | 75.4 | $0.45 | -20% | |
| $0.1 | $0.5 | 1.1M | 38.1 | 1277 | 1211 | 75.4 | $0.20 | 0% | |
| $2 | $8 | 1M | 12.7 | 1029 | 1200 | 73.6 | $3.50 | -9% | |
| $0.75 | $4.5 | 400K | 24.1 | — | 1200 | 73.6 | $1.69 | 0% | |
| $0.2 | $1.2 | 1.1M | 37.3 | 1235 | 1189 | 71.8 | $0.45 | 0% | |
| $0.4 | $1.6 | 1M | 10.2 | 997 | 1167 | 68.1 | $0.70 | 0% | |
| $0.07 | $0.14 | 16K | 5.9 | — | 1123 | 60.7 | $0.09 | -16% |
- Input /1M
- $2
- Output /1M
- $12
- Context
- 1M
- AA Intelligence
- 29.7
- DesignArena Elo
- 1235
- Arena Elo
- 1272
- MMLU-Pro
- 85.6
- Blended
- $4.50
- Trend
- 0%
- Input /1M
- $2
- Output /1M
- $10
- Context
- 1.1M
- AA Intelligence
- 47.6
- DesignArena Elo
- 1300
- Arena Elo
- 1266
- MMLU-Pro
- 84.6
- Blended
- $4.00
- Trend
- 0%
- Input /1M
- $1.25
- Output /1M
- $10
- Context
- 1M
- AA Intelligence
- 16.1
- DesignArena Elo
- 1156
- Arena Elo
- 1255
- MMLU-Pro
- 82.8
- Blended
- $3.44
- Trend
- -13%
- Input /1M
- $21
- Output /1M
- $168
- Context
- 400K
- AA Intelligence
- —
- DesignArena Elo
- —
- Arena Elo
- 1255
- MMLU-Pro
- 82.8
- Blended
- $57.75
- Trend
- 0%
- Input /1M
- $2
- Output /1M
- $10
- Context
- 1.1M
- AA Intelligence
- 47
- DesignArena Elo
- 1320
- Arena Elo
- 1255
- MMLU-Pro
- 82.8
- Blended
- $4.00
- Trend
- 33%
- Input /1M
- $3
- Output /1M
- $15
- Context
- 200K
- AA Intelligence
- 16.6
- DesignArena Elo
- 1145
- Arena Elo
- 1250
- MMLU-Pro
- 81.9
- Blended
- $6.00
- Trend
- 0%
- Input /1M
- $0.75
- Output /1M
- $3.75
- Context
- 1M
- AA Intelligence
- 40.9
- DesignArena Elo
- 1309
- Arena Elo
- 1244
- MMLU-Pro
- 81
- Blended
- $1.50
- Trend
- 0%
- Input /1M
- $1.75
- Output /1M
- $14
- Context
- 400K
- AA Intelligence
- 32.5
- DesignArena Elo
- 1148
- Arena Elo
- 1244
- MMLU-Pro
- 81
- Blended
- $4.81
- Trend
- 0%
- Input /1M
- $0.7
- Output /1M
- $2.5
- Context
- 64K
- AA Intelligence
- 13.1
- DesignArena Elo
- —
- Arena Elo
- 1239
- MMLU-Pro
- 80
- Blended
- $1.15
- Trend
- 3%
- Input /1M
- $1.75
- Output /1M
- $14
- Context
- 400K
- AA Intelligence
- 30.4
- DesignArena Elo
- —
- Arena Elo
- 1239
- MMLU-Pro
- 80
- Blended
- $4.81
- Trend
- 0%
- Input /1M
- $2
- Output /1M
- $12
- Context
- 1.1M
- AA Intelligence
- 42.1
- DesignArena Elo
- 1245
- Arena Elo
- 1233
- MMLU-Pro
- 79.1
- Blended
- $4.50
- Trend
- 0%
- Input /1M
- $0.75
- Output /1M
- $3.75
- Context
- 1M
- AA Intelligence
- 39.1
- DesignArena Elo
- 1313
- Arena Elo
- 1228
- MMLU-Pro
- 78.2
- Blended
- $1.50
- Trend
- 0%
- Input /1M
- $1.25
- Output /1M
- $10
- Context
- 400K
- AA Intelligence
- 24.7
- DesignArena Elo
- —
- Arena Elo
- 1228
- MMLU-Pro
- 78.2
- Blended
- $3.44
- Trend
- 0%
- Input /1M
- $0.5
- Output /1M
- $3
- Context
- 1M
- AA Intelligence
- 17.9
- DesignArena Elo
- 1193
- Arena Elo
- 1222
- MMLU-Pro
- 77.3
- Blended
- $1.13
- Trend
- 0%
- Input /1M
- $0.2574
- Output /1M
- $1.0287
- Context
- 164K
- AA Intelligence
- 8.5
- DesignArena Elo
- —
- Arena Elo
- 1211
- MMLU-Pro
- 75.4
- Blended
- $0.45
- Trend
- -20%
- Input /1M
- $0.1
- Output /1M
- $0.5
- Context
- 1.1M
- AA Intelligence
- 38.1
- DesignArena Elo
- 1277
- Arena Elo
- 1211
- MMLU-Pro
- 75.4
- Blended
- $0.20
- Trend
- 0%
- Input /1M
- $2
- Output /1M
- $8
- Context
- 1M
- AA Intelligence
- 12.7
- DesignArena Elo
- 1029
- Arena Elo
- 1200
- MMLU-Pro
- 73.6
- Blended
- $3.50
- Trend
- -9%
- Input /1M
- $0.75
- Output /1M
- $4.5
- Context
- 400K
- AA Intelligence
- 24.1
- DesignArena Elo
- —
- Arena Elo
- 1200
- MMLU-Pro
- 73.6
- Blended
- $1.69
- Trend
- 0%
- Input /1M
- $0.2
- Output /1M
- $1.2
- Context
- 1.1M
- AA Intelligence
- 37.3
- DesignArena Elo
- 1235
- Arena Elo
- 1189
- MMLU-Pro
- 71.8
- Blended
- $0.45
- Trend
- 0%
- Input /1M
- $0.4
- Output /1M
- $1.6
- Context
- 1M
- AA Intelligence
- 10.2
- DesignArena Elo
- 997
- Arena Elo
- 1167
- MMLU-Pro
- 68.1
- Blended
- $0.70
- Trend
- 0%
- Input /1M
- $0.07
- Output /1M
- $0.14
- Context
- 16K
- AA Intelligence
- 5.9
- DesignArena Elo
- —
- Arena Elo
- 1123
- MMLU-Pro
- 60.7
- Blended
- $0.09
- Trend
- -16%
Showing 15 of 22
Compare the leaders
How this ranking works
Benchmark is an aggregate 0–100 quality score. Blended price assumes a 3:1 input-to-output token mix. Trend compares the latest blended price with the oldest in our 6-month history.
This page sorts by mmlu-pro %. Use the panel on the right to switch ranking or category — every combination has its own page.
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