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Best AI LLM Models 2026

AI models ranked by coding ability across benchmarks, real-world usage, and developer sentiment. Rankings are updated hourly using real-time data including benchmarks, Elo ratings, community sentiment, and adoption metrics.

Last updated: 36m ago
LLM Model Rankings
RankModelProviderScoreStatusActions
1
Claude Fable 51st
#1 Ranked
Anthropic
97
2
Anthropic
97
New
3
Anthropic
95
May change
4
Anthropic
95
May change
5
Anthropic
95
6
Anthropic
95
7
Anthropic
95
8
Anthropic
95
9
Anthropic
95
New
10
Anthropic
95
New
11
OpenAI
93
12
OpenAI
93
New
13
OpenAI
93
May change
14
OpenAI
93
New
15
Google
92
May change
16
Google
92
May change
17
Google
92
New
18
OpenAI
92
May change
19
OpenAI
92
New
20
OpenAI
92
May change
21
OpenAI
92
New
22
OpenAI
91
May change
23
OpenAI
91
24
OpenAI
91
May change
25
OpenAI
91
May change
26
OpenAI
91
May change
27
OpenAI
91
New
28
OpenAI
91
May change
29
OpenAI
91
New
30
Anthropic
90
May change
31
Anthropic
90
New
32
OpenAI
89
May change
33
OpenAI
89
New
34
OpenAI
89
May change
35
OpenAI
89
New
36
OpenAI
89
May change
37
OpenAI
89
New
38
OpenAI
89
May change
39
OpenAI
89
New
40
OpenAI
89
May change
41
OpenAI
89
New
42
OpenAI
89
May change
43
OpenAI
89
New
44
xAI
89
New
45
xAI
89
New
46
xAI
89
New
47
OpenAI
89
May change
48
OpenAI
89
May change
49
OpenAI
89
May change
50
OpenAI
89
May change
How We Rank LLM Models

Our llm model rankings use a composite scoring system that combines multiple signals to give you the most complete picture of each model's strengths and weaknesses.

Benchmark Scores
25%

Performance on standardized coding, reasoning, and category-specific benchmarks.

Arena Elo Ratings
20%

Head-to-head comparison ratings from AI chatbot arenas and blind testing.

Community Sentiment
10%

Analysis of discussions on Reddit, Twitter/X, and developer forums.

Adoption Metrics
7%

Real-world usage data, API traffic patterns, and growth trajectories.

Search Interest
10%

Search volume and interest trends for model-related queries.

GitHub Popularity
10%

Stars, forks, and contributor activity for open-source models and integrations.

Cost Efficiency
10%

Performance-per-dollar analysis based on API pricing and output quality.

Response Speed
8%

Real-time API latency measurements and throughput testing.

Scores are normalized to a 0-100 scale. Rankings update hourly. Learn more aboutour methodology.

Frequently Asked Questions

As of our latest rankings, Claude Fable 5 leads the llm category with a composite score of 97.1. Rankings are recalculated from benchmark, pricing, capability, and adoption signals as those sources refresh.

We use a composite scoring system that combines multiple signals: benchmark performance, Elo ratings, repository popularity, community sentiment, API latency, cost efficiency, adoption rates, and expert reviews. Each signal is normalized and weighted to produce a final score.

We currently track 50 AI models in the llm category. Our coverage is expanding as new models are released.

Ranking freshness depends on the underlying source. Pricing and provider catalog data refresh on a faster cadence, while benchmark and archived movement data update whenever new verified source data lands.

Yes! Click on any two models to see a detailed head-to-head comparison, including signal-by-signal breakdowns, pricing calculators, and personalized recommendations.

Best AI LLM Models Ranked (2026) | LM Market Cap