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Aider Polyglotofficial site ↗

28 models scored · metric: percent correct. Prices are the cheapest listed across all serving providers. Cost/run and Pts/$ are priced for the agentic token profile — tool loops re-send a growing transcript and think between calls.

A benchmark is priced for the workload it exercises, not a fixed input:output blend: an agent loop and a single hard question bill very differently on the same rate card. Profile: 12k in · 2k out · 3k reasoning · 70% cache hit · 32k context.

Scores are facts as publicly reported by labs (see report links below and on each model page) and aggregated via models.dev. Aider Polyglot is maintained by its own project — Model Pulse is not affiliated with or endorsed by it.

Best value · top 5 by pts per dollar · agentic profile
  1. 1.DeepSeek Reasoner29,633
  2. 2.DeepSeek Chat28,808
  3. 3.Qwen3 32B15,974
  4. 4.GPT-511,992
  5. 5.Gemini 2.5 Flash11,498
28 models
#
🥇GPT-5openai
88
$0.2$1.200.734¢11,9921.05M
🥈o3-proopenai
84.9
$20$40$0.476178200K
🥉Gemini 2.5 Progoogle
83.1
$0.87$7$0.0402,0551.07M
4o3openai
81.3
$1.80$7.20$0.0501,642200K
5DeepSeek Reasonerdeepseek
74.2
$0.147$0.2950.250¢29,6331M
6Claude Opus 4anthropic
72
$13.50$67.50$0.524137200K
7o4-miniopenai
72
$0.99$4$0.0272,623200K
8DeepSeek Chatdeepseek
70.2
$0.147$0.2950.244¢28,808164K
9Claude Sonnet 3.7anthropic
64.9
$2.60$13$0.082789200K
10o1openai
61.7
$14$54$0.463133200K
11Claude Sonnet 4anthropic
61.3
$2.70$13.50$0.105585200K
12o3-miniopenai
60.4
$0.99$4$0.0341,794200K
13Qwen3 235B-A22Balibaba
59.6
$0.3$0.50.538¢11,078262K
14DeepSeek-R1deepseek
56.9
$0.4$1.70$0.0124,611164K
15Gemini 2.5 Flashgoogle
55.1
$0.09$0.710.479¢11,4981.07M
16GPT-4.1openai
52.4
$1.80$7.20$0.0501,0591.05M
17Qwen3 32Balibaba
40
$0.08$0.280.250¢15,974131K
18GPT-4.1 miniopenai
32.4
$0.36$1.400.970¢3,3401.05M
19Claude Haiku 3.5anthropic
28
$0.68$3.40$0.0221,299200K
20GPT-4oopenai
23.1
$1.25$5$0.037624128K

Score reports: aider.chat — full source URLs are linked on each model page.

Cheapest scorer: GPT-4o mini at $0.075 input /M.