1,869 language models · 142 providers · 249 labs
Pick the right LLM for what you're shipping.
Every week brings new models, prices, and benchmarks. LLMReference tracks the field so you ship with the right model and provider, fast.
Default view: coding task, balanced budget, fresh research.
Editors' picks · featured
Where most teams start
Coding
Anthropic's new flagship: 80.3% SWE-bench Pro, 96% SWE-bench Verified on Vals.ai, and 85.0% OSWorld-Verified make it the best production coding pick for non-trivial engineering tasks.
Agents
Anthropic's new default agent: 85.2% SWE-bench Verified, 81.2% OSWorld-Verified, 86.6% BrowseComp multi-agent, and 1M context at the same durable $3/$15 as Sonnet 4.6 ($2/$10 intro through 2026-08-31).
Writing
Tops Chatbot Arena (1503) and writes paragraphs you'd ship; understands tone notes and edits like a copy chief.
Research
GDPval-AA ELO 1932 and Anthropic-reported finance, trading, and analytics wins make it the strongest general knowledge-work pick; do not use Mythos-only HLE rows as Fable evidence.
Image
The current photoreal leader — brand-consistent, with the best text rendering and hands in the open ecosystem.
Video
Best overall video quality in the catalog: 30-second clips, native audio, and up to 4K through Vertex AI.
Pulse · this week
What changed in the model market
Muse Spark 1.1 · SWE-1 · Grok 4.5
Verified provider price reductions
1352 scores tracked across major suites
top-lab output · $/1M
Cheat sheet