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GitHub Copilot最佳AI模型

IDE Extension

GitHub Copilot provides AI-powered code suggestions directly in your editor. It uses models for inline completions, chat, and code review. Fast, streaming-capable models work best.

Last updated: 42m ago
#1
GPT-5.6 Luna Pro (batch)
OpenAI
工具评分
87
输出$/百万
$0.600
#2
GPT-5.6 Luna (batch)
OpenAI
工具评分
87
输出$/百万
$0.600
#3
DeepSeek V3.2
DeepSeek
工具评分
86
输出$/百万
$0.380
Arena Elo
1425

GitHub Copilot的重要因素

StreamingFunction Calling高性价比强编程能力

Best Models for GitHub Copilot

Top 15 by tool-optimized score

LMMarketCap.com

GitHub Copilot全部模型排名(438个模型)

Scored by: benchmark performance (90%) from MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations, with capabilities and context as tiebreakers (10%).

#模型评分输出$/百万
1GPT-5.6 Luna Pro (batch)87$0.600
2GPT-5.6 Luna (batch)87$0.600
3DeepSeek V3.2
Arena Elo: 1425
86$0.380
4Llama 3.3 70B Instruct
HumanEval: 88.4%
86$0.790
5GPT-4o-mini
HumanEval: 87.2%
86$0.600
6GPT-5.6 Luna Pro84$1.20
7GPT-5.6 Luna84$1.20
8Gemini 3.5 Flash
Arena Elo: 1477
84$9.00
9Llama 4 Maverick
HumanEval: 89.5%
84$1.00
10Grok 4.7 (batch)83$4.80
11Grok 4.6 (batch)83$4.80
12Grok 4.383$2.50
13Grok 4.3 (batch)83$2.00
14Gemma 4 31B (free)83Free
15Grok 4.2083$2.50
16Gemini 3 Flash Preview (batch)83$1.50
17GPT-5.1-Codex-Mini83$2.00
18GPT-5.4 Nano (batch)82$0.625
19Gemini 3.1 Pro Preview Custom Tools82$12.00
20Gemini 3.1 Pro Preview (batch)82$6.00
21Gemini 2.5 Flash Lite82$0.400
22o3 (batch)82$4.00
23Mistral Large
HumanEval: 92%
82$6.00
24Claude Opus 5.581$20.00
25Claude Fable 5.181$50.00
26Claude Fable 5.1 (batch)81$25.00
27Claude Opus 581$25.00
28GPT-5.6 Terra Pro81$12.00
29GPT-5.6 Terra Pro (batch)81$6.00
30GPT-5.6 Terra81$12.00
31GPT-5.6 Terra (batch)81$6.00
32GPT-5.6 Sol Pro (batch)81$10.00
33GPT-5.6 Sol (batch)81$10.00
34Claude Fable 5
SWE-bench: 95%
81$50.00
35Claude Fable 5 (batch)81$25.00
36GPT-5.4 (batch)81$7.50
37GPT-5.3-Codex81$14.00
38GPT-5.2-Codex81$14.00
39GPT-5.2 Chat81$14.00
40Claude Haiku 4.5
HumanEval: 89.8%
81$5.00
41DeepSeek V3 0324
HumanEval: 84.5%
81$1.14
42Grok 4.780$6.00
43Gemini 3.8 Flash80$4.13
44Gemini 3.8 Flash (batch)80$1.88
45Grok 4.680$6.00
46Grok 4.580$6.00
47Gemma 4 31B80$0.400
48GPT-5.2 (batch)80$7.00
49GPT-5.1-Codex-Max80$10.00
50GPT-5.1 (batch)80$5.00
Frequently Asked Questions

Based on our analysis of coding benchmarks, capability matching, and pricing, GPT-5.6 Luna Pro (batch) currently ranks #1 for GitHub Copilot. Rankings are rebuilt as benchmark, pricing, and provider data refresh.

We score models using benchmark performance (90%) from LMArena, HumanEval, SWE-bench, MMLU, and 15+ standardized evaluations. Capabilities and context serve as tiebreakers (10%). Only models with the capabilities GitHub Copilot needs are included in the tool-specific rankings.

We currently track 438 AI models compatible with GitHub Copilot. This includes models from OpenAI, Anthropic, Google, DeepSeek, and other providers accessible via API.

Many open-source models are compatible with GitHub Copilot through API providers like OpenRouter, Together AI, and Groq. Check our rankings to see which open-source models perform best.

Rankings refresh whenever the underlying benchmark, pricing, and catalog sources refresh. That means some signals update faster than others, and the page reflects the latest verified source data available.

Best AI Models for GitHub Copilot - 2026 Rankings | LM Market Cap