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Open WebUI最佳AI模型

Cloud Platform

Open WebUI is a self-hosted interface for running LLMs locally or via API. Any model works, but it benefits from vision support, streaming, and large context for document analysis.

Last updated: 38m ago
#1
Muse Spark 1.1
meta
工具评分
93
输出$/百万
$4.25
Arena Elo
1487
#2
Gemma 4 31B
Google
工具评分
93
输出$/百万
$0.340
Arena Elo
1451
#3
GPT-5.6 Luna Pro
OpenAI
工具评分
92
输出$/百万
$0.600

Open WebUI的重要因素

VisionStreaming大上下文高性价比强编程能力

Best Models for Open WebUI

Top 15 by tool-optimized score

LMMarketCap.com

Open WebUI全部模型排名(378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
1Muse Spark 1.1
Arena Elo: 1487
93$4.25
2Gemma 4 31B
Arena Elo: 1451
93$0.340
3GPT-5.6 Luna Pro92$0.600
4GPT-5.6 Luna Pro (batch)92$0.600
5GPT-5.6 Luna92$0.600
6GPT-5.6 Luna (batch)92$0.600
7MiMo-V2.5
Arena Elo: 1434
92$0.280
8Gemma 4 26B A4B
Arena Elo: 1438
92$0.340
9Qwen3.8 Max
Arena Elo: 1497
91$6.00
10Gemini 3.5 Flash Lite
Arena Elo: 1459
91$2.50
11Qwen3.7 Plus
Arena Elo: 1458
91$1.28
12Kimi K2.6
Arena Elo: 1461
91$2.44
13Gemini 3.6 Flash
Arena Elo: 1485
90$7.50
14Gemma 4 31B (free)90Free
15Inkling
Arena Elo: 1442
89$4.05
16MiniMax M3
Arena Elo: 1445
89$1.20
17Gemini 3.5 Flash
Arena Elo: 1477
89$9.00
18Claude Opus 4.7 (batch)89$12.50
19Qwen3.6 Plus
Arena Elo: 1443
89$1.95
20Qwen3.5 397B A17B
Arena Elo: 1442
89$2.34
21Inkling Small
Arena Elo: 1431
88$1.20
22Grok 4.5
Arena Elo: 1468
88$6.00
23Claude Opus 4.8 (batch)88$12.50
24Grok 4.388$2.50
25GLM 5V Turbo
Arena Elo: 1433
88$4.00
26Grok 4.20 Multi-Agent88$2.50
27Grok 4.2088$2.50
28Gemini 3.1 Flash Lite Preview
Arena Elo: 1432
88$1.50
29Qwen3.5-Flash
Arena Elo: 1397
88$0.260
30Gemini 3 Flash Preview (batch)88$1.50
31GPT-5.1-Codex-Mini88$2.00
32Claude Fable 5 (batch)87$25.00
33Gemma 4 26B A4B (free)87Free
34GPT-5.4 Nano (batch)87$0.625
35GPT-5.4 (batch)87$7.50
36Qwen3.5-122B-A10B
Arena Elo: 1417
87$2.40
37Gemini 3.1 Pro Preview Custom Tools87$12.00
38Gemini 3.1 Pro Preview (batch)87$6.00
39Qwen3 VL 235B A22B Instruct
Arena Elo: 1415
87$1.90
40Gemini 2.5 Flash Lite87$0.400
41Gemini 2.5 Flash Lite (batch)87$0.200
42o3 (batch)87$4.00
43GPT-4o-mini
HumanEval: 87.2%
87$0.600
44Claude Opus 5 (Fast)86$50.00
45Claude Opus 586$25.00
46GPT-5.6 Terra Pro86$6.00
47GPT-5.6 Terra Pro (batch)86$6.00
48GPT-5.6 Terra86$6.00
49GPT-5.6 Terra (batch)86$6.00
50Claude Fable 5
SWE-bench: 95%
86$50.00
Frequently Asked Questions

Based on our analysis of coding benchmarks, capability matching, and pricing, Muse Spark 1.1 currently ranks #1 for Open WebUI. 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 Open WebUI needs are included in the tool-specific rankings.

We currently track 378 AI models compatible with Open WebUI. This includes models from OpenAI, Anthropic, Google, DeepSeek, and other providers accessible via API.

Many open-source models are compatible with Open WebUI 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 Open WebUI - 2026 Rankings | LM Market Cap