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Home/Best AI Models for Coding in 2026

Best AI Models for Coding in 2026

Whether you're building apps, debugging, or writing scripts, these models score highest on coding benchmarks. Ranked by real coding evaluation data updated daily.

Our Top Pick
openaiGPT-5.4 (xhigh)Coding57.3

GPT-5.4 (xhigh) leads the field with a coding score of 57.3, demonstrating the strongest code generation accuracy across benchmarks.

Methodology

Ranked by coding benchmark score, which measures code generation accuracy across multiple programming languages and problem types.

Typical Monthly Cost Estimate

100 requests/day at 2,000 tokens each (input + output)

#1GPT-5.4 (xhigh)
$105.00/mo
#2Gemini 3.1 Pro Preview
$84.00/mo
#3GPT-5.3 Codex (xhigh)
$94.50/mo
#ModelProviderIntelligenceCodingSpeedPrice/1M
1openaiGPT-5.4 (xhigh)OpenAI57.257.377 tok/s$2.50
2googleGemini 3.1 Pro PreviewGoogle57.255.5113 tok/s$2.00
3

Frequently Asked Questions

What is the best AI for coding in 2026?

Based on our benchmark rankings, GPT-5.4 (xhigh) is currently the top-ranked model for coding. See the full rankings above for alternatives.

How much does GPT-5.4 (xhigh) cost for coding?

GPT-5.4 (xhigh) costs $2.50/1M input tokens. For 100 requests per day at 2,000 tokens each, that's approximately $15.00/month.

Is there a free AI model good for coding?

Currently, there are no free models that rank highly for coding. Check our free models page for the best zero-cost options.

Related:GPT-5.4 (xhigh) vs Gemini 3.1 Pro Preview·Full Pricing Comparison·Leaderboard

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openai
GPT-5.3 Codex (xhigh)
OpenAI
54.0
53.1
72 tok/s
$1.75
4openaiGPT-5.4 mini (xhigh)OpenAI48.151.5218 tok/s$0.75
5anthropicClaude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Anthropic51.750.971 tok/s$3.00
6openaiGPT-5.2 (xhigh)OpenAI51.348.770 tok/s$1.75
7anthropicClaude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic53.048.151 tok/s$5.00
8anthropicClaude Opus 4.5 (Reasoning)Anthropic49.747.857 tok/s$5.00
9googleGemini 2.5 Pro Preview (Mar' 25)FreeGoogle30.346.70 tok/sFree
10googleGemini 3 Pro Preview (high)Google48.446.5115 tok/s$2.00
11openaiGPT-5.1 (high)OpenAI47.744.792 tok/s$1.25
12ZGLM-5 (Reasoning)Z AI49.844.266 tok/s$1.00
13openaiGPT-5.4 nano (xhigh)OpenAI44.443.9216 tok/s$0.20
14openaiGPT-5.2 Codex (xhigh)OpenAI49.043.099 tok/s$1.75
15googleGemini 3 Flash Preview (Reasoning)Google46.442.6192 tok/s$0.50
16XGrok 4.20 Beta 0309 (Reasoning)xAI48.542.2246 tok/s$2.00
17minimaxMiniMax-M2.7MiniMax49.641.945 tok/s$0.30
18XMiMo-V2-ProXiaomi49.241.491 tok/s$1.00
19AQwen3.5 397B A17B (Reasoning)Alibaba45.041.353 tok/s$0.60
20XGrok 4xAI41.540.544 tok/s$3.00
21KKimi K2.5 (Reasoning)Kimi46.839.534 tok/s$0.60
22openaiGPT-5 Codex (high)OpenAI44.638.9180 tok/s$1.25
23anthropicClaude 4.5 Sonnet (Reasoning)Anthropic43.038.652 tok/s$3.00
24openaio3OpenAI38.438.472 tok/s$2.00
25deepseekDeepSeek V3.2 SpecialeFreeDeepSeek29.437.90 tok/sFree
26minimaxMiniMax-M2.5MiniMax41.937.452 tok/s$0.30
27ZGLM-5-TurboFreeZ AI46.836.80 tok/sFree
28deepseekDeepSeek V3.2 (Reasoning)DeepSeek41.736.732 tok/s$0.28
29openaiGPT-5.1 Codex (high)OpenAI43.136.6118 tok/s$1.25
30anthropicClaude 4.1 Opus (Reasoning)Anthropic42.036.538 tok/s$15
31openaiGPT-5.1 Codex mini (high)OpenAI38.636.4176 tok/s$0.25
32ZGLM-4.7 (Reasoning)Z AI42.136.380 tok/s$0.60
33openaiGPT-5 (high)OpenAI44.636.083 tok/s$1.25
34XMiMo-V2-OmniFreeXiaomi43.435.50 tok/sFree
35openaiGPT-5 mini (high)OpenAI41.235.376 tok/s$0.25
36AQwen3.5 27B (Reasoning)Alibaba42.134.991 tok/s$0.30
37KKimi K2 ThinkingKimi40.934.889 tok/s$0.60
38AQwen3.5 122B A10B (Reasoning)Alibaba41.634.7133 tok/s$0.40
39anthropicClaude 4 Sonnet (Reasoning)Anthropic38.734.152 tok/s$3.00
40openaio1-previewOpenAI23.734.00 tok/s$17
41anthropicClaude 4 Opus (Reasoning)Anthropic39.034.038 tok/s$15
42deepseekDeepSeek V3.1 Terminus (Reasoning)DeepSeek33.933.70 tok/s$0.40
43XMiMo-V2-Flash (Feb 2026)Xiaomi41.533.5128 tok/s$0.10
44deepseekDeepSeek V3.2 Exp (Reasoning)DeepSeek32.933.332 tok/s$0.28
45minimaxMiniMax-M2.1MiniMax39.432.851 tok/s$0.30
46anthropicClaude 4.5 Haiku (Reasoning)Anthropic37.132.6144 tok/s$1.00
47googleGemini 2.5 ProGoogle34.631.9124 tok/s$1.25
48SStep 3.5 FlashStepFun37.831.685 tok/s$0.10
49BDoubao Seed CodeFreeByteDance Seed33.531.30 tok/sFree
50nvidiaNVIDIA Nemotron 3 Super 120B A12B (Reasoning)NVIDIA36.031.2365 tok/s$0.30