Model discovery workbench

Move from a crowded market to a defensible shortlist. Rank models by capability, task economics, speed, context, and real provider availability.
Models
174
Providers
85
Data snapshot
Sep 20, 2026, 14:17 UTC
Method
Index v4.3
Latest tracked
Sep 18, 2026
Rank by

Provider endpoints

15 results · sorted by intelligence

Underlined names open model pages. Use the chevron for endpoint details.
1Kimi K3 (max)Kimi · Databricksintelligence43.6Task $2.00Response 68s205K context
2Kimi K3 (max)Kimi · Fireworksintelligence43.6Task $2.00Response 68s1.0M context
3Kimi K3 (max)Kimi · Fireworksintelligence43.6Task $2.00Response 68s1.0M context
4Kimi K3 (max)Kimi · Modalintelligence43.6Task $2.00Response 68s1.0M context
5Kimi K3 (max)Kimi · Together.aiintelligence43.6Task $2.00Response 68s1.0M context
6Kimi K3 (max)Kimi · DigitalOceanintelligence43.6Task $2.00Response 68s1.0M context
7Kimi K3 (max)Kimi · Basetenintelligence43.6Task $2.00Response 68s1.0M context
8Kimi K3 (max)Kimi · Parasailintelligence43.6Task $2.00Response 68s1.0M context
9Kimi K3 (max)Kimi · Makoraintelligence43.6Task $2.00Response 68s1.0M context
10Kimi K3 (max)Kimi · Nebiusintelligence43.6Task $2.00Response 68s1.0M context
11Kimi K3 (max)Kimi · Inco (FAST)intelligence43.6Task $2.00Response 68s1.0M context
12Kimi K3 (max)Kimi · Kimiintelligence43.6Task $2.00Response 68s1.0M context
13Kimi K3 (max)Kimi · LithosAIintelligence43.6Task $2.00Response 68s1.0M context
14Kimi K3 (max)Kimi · LithosAI (FAST)intelligence43.6Task $2.00Response 68s1.0M context
15Kimi K3 (max)Kimi · LithosAI (ULTRA)intelligence43.6Task $2.00Response 68s1.0M context

Reading the field

How to use this LLM ranking page

Start with capability, then force the economics

Frontier models often cluster tightly on raw intelligence. Cost per task, response time, provider coverage, and context length usually create the real shortlist.

Move from discovery to a defensible final pick

Use Explore to find the shape of the market, then move into Compare or use the Agentic Fit Finder when task-level reliability and cost matter more than chat quality alone.

Field notes

Questions builders ask

What is the best LLM in 2026?

Claude Fable 5.1 leads the overall quality ranking right now. The best model for you depends on your use case — coding, cost, speed, and context length all shift the answer.

How do I compare LLMs?

Sort by Quality Index for overall strength, then filter by price, speed, or context window to match your constraints. Move to the Compare page to put 2–4 finalists head to head.

Which AI model has the best quality-to-price ratio?

Open-weight models like DeepSeek, Qwen, and Llama often lead on quality-to-price. For agentic workflows, cost per task is usually a better filter than token price alone.

How often is this leaderboard updated?

Data is pulled from Artificial Analysis and refreshed automatically. New models appear as soon as they have benchmark scores and provider endpoints.