Best AI Models for Coding

Best AI Models for Coding

Determining the most effective proprietary and open-weight AI models for software engineering tasks, including code generation and complex multi-file refactoring.

16 Contenders· 38 Picks· Growing Consensus

Current Standings

1

Fable 5

Currently leadingWins: 7 | Losses: 0
Elo1602
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2

Gemini 3.1 Pro

Growing ConsensusWins: 7 | Losses: 1
Elo1582
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3

GPT-5.6 Sol

Growing ConsensusWins: 4 | Losses: 0
Elo1565
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4

Claude Opus 4.6

Growing ConsensusWins: 6 | Losses: 2
Elo1553
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5

Claude Sonnet 4.6

Growing ConsensusWins: 7 | Losses: 4
Elo1532
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6

Gemini 3.5 Flash

Growing ConsensusWins: 2 | Losses: 3
Elo1493
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7

Composer 2.5

Growing ConsensusWins: 0 | Losses: 1
Elo1488
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8

GPT-5.6 Terra

Growing ConsensusWins: 0 | Losses: 1
Elo1487
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9

Grok 4.5

Growing ConsensusWins: 0 | Losses: 1
Elo1484
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10

GPT-5.6 Luna

Growing ConsensusWins: 0 | Losses: 1
Elo1484
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11

Claude 3.7 Sonnet

autoWins: 5 | Losses: 6
Follows complex instructions better
Elo1471
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12

Codestral

autoWins: 0 | Losses: 2
Elo1469
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13

Qwen2.5-Coder

autoWins: 0 | Losses: 3
Elo1458
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14

DeepSeek-Coder-V2

autoWins: 0 | Losses: 3
Elo1458
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15

OpenAI o3-mini

autoWins: 0 | Losses: 4
Elo1451
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16

Gemini 1.5 Pro

ai_modelWins: 0 | Losses: 6
Elo1423
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