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Claude Code最佳AI模型

CLI Agent

Claude Code is Anthropic's CLI agent for software engineering. It excels at multi-file editing, test writing, and complex refactoring. Benefits from large context windows and strong reasoning.

Last updated: 49m ago
#1
Gemini 3.5 Flash
Google
工具评分
86
输出$/百万
$9.00
Arena Elo
1477
#2
Claude Fable 5.2
Anthropic
工具评分
85
输出$/百万
$40.00
#3
Claude Fable 5.2 (batch)
Anthropic
工具评分
85
输出$/百万
$20.00

Claude Code的重要因素

Function CallingReasoningStreaming大上下文强编程能力

Best Models for Claude Code

Top 15 by tool-optimized score

LMMarketCap.com

Claude Code全部模型排名(441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
1Gemini 3.5 Flash
Arena Elo: 1477
86$9.00
2Claude Fable 5.285$40.00
3Claude Fable 5.2 (batch)85$20.00
4Claude Opus 5.585$20.00
5Claude Fable 5.185$50.00
6Claude Fable 5.1 (batch)85$25.00
7Claude Opus 585$25.00
8Claude Fable 5
SWE-bench: 95%
85$50.00
9Claude Fable 5 (batch)85$25.00
10GPT-5.5 Pro (batch)84$90.00
11Gemini 3.1 Pro Preview Custom Tools84$12.00
12Gemini 3.1 Pro Preview (batch)84$6.00
13GPT-5.4 Pro83$180.00
14GPT-5.4 Pro (batch)83$90.00
15GPT-5.3-Codex83$14.00
16GPT-5.2-Codex83$14.00
17GPT-5.2 Pro83$168.00
18GPT-5.2 Pro (batch)83$84.00
19Grok 4.782$6.00
20Grok 4.7 (batch)82$4.80
21Grok 4.682$6.00
22Grok 4.6 (batch)82$4.80
23GPT-5.6 Luna Pro82$1.20
24GPT-5.6 Luna Pro (batch)82$0.600
25GPT-5.6 Luna82$1.20
26GPT-5.6 Luna (batch)82$0.600
27GPT-5.6 Terra Pro82$12.00
28GPT-5.6 Terra Pro (batch)82$6.00
29GPT-5.6 Terra82$12.00
30GPT-5.6 Terra (batch)82$6.00
31GPT-5.6 Sol Pro82$20.00
32GPT-5.6 Sol Pro (batch)82$10.00
33GPT-5.6 Sol82$20.00
34GPT-5.6 Sol (batch)82$10.00
35Grok 4.582$6.00
36Claude Opus 4.8
SWE-bench: 88.6%
82$25.00
37Grok 4.382$2.50
38Grok 4.3 (batch)82$2.00
39GPT-5.5 Pro
SWE-bench: 88.7%
82$180.00
40GPT-5.5
SWE-bench: 88.7%
82$30.00
41GPT-5.5 (batch)82$15.00
42Grok 4.2082$2.50
43GPT-5.4 (batch)82$7.50
44Gemini 3 Flash Preview (batch)82$1.50
45GPT-5.2 (batch)82$7.00
46GPT-5.1-Codex-Max82$10.00
47GPT-5.1 (batch)82$5.00
48GPT-5.1-Codex82$10.00
49GPT-5.1-Codex-Mini82$2.00
50Claude Haiku 4.5
HumanEval: 89.8%
82$5.00
Frequently Asked Questions

Based on our analysis of coding benchmarks, capability matching, and pricing, Gemini 3.5 Flash currently ranks #1 for Claude Code. 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 Claude Code needs are included in the tool-specific rankings.

We currently track 441 AI models compatible with Claude Code. This includes models from OpenAI, Anthropic, Google, DeepSeek, and other providers accessible via API.

Many open-source models are compatible with Claude Code 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 Claude Code - 2026 Rankings | LM Market Cap