kitio.aiLLM Stats vs Evaligo
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. LLM Stats is completely free, while Evaligo is freemium.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Composite model score
- Task-specific leaderboards
- Model comparison
- Token price tables
- Cost per turn estimates
- API and MCP access
- SWE-Race coding benchmark
- RL training environments
- Held-out private test split
- Public model leaderboard
- Harbor format support
| Feature | LLM Stats | Evaligo |
|---|---|---|
| Best for | Leaderboard ranking AI models by benchmarks, speed and price | Benchmarks and RL training environments for LLM agents |
| Category | Models & APIs | Models & APIs |
| Pricing model | Free | Freemium |
| Starting price | Free | See pricing page |
| Free plan | Yes, fully free | Yes |
| Made by | LLM Stats | Evaligo |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
LLM Stats is completely free, while Evaligo is freemium.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
LLM Stats
- Covers text, image, video and speech models
- Shows price and speed next to scores
- Updated as new models launch
- Composite score hides some trade-offs
- Relies on publicly reported benchmarks
- Human check can interrupt browsing
Evaligo
- Tasks drawn from real repositories
- Private split guards against contamination
- Works with any RL trainer
- Only the coding benchmark is live so far
- Pricing for training access is not published
- Aimed at model builders, not end users
Which one should you choose?
Choose LLM Stats if you want:
- Covers text, image, video and speech models
- Shows price and speed next to scores
- Updated as new models launch
Watch out: composite score hides some trade-offs.
Choose Evaligo if you want:
- Tasks drawn from real repositories
- Private split guards against contamination
- Works with any RL trainer
Watch out: only the coding benchmark is live so far.
LLM Stats vs Evaligo FAQ
What is the difference between LLM Stats and Evaligo?
LLM Stats: Leaderboard ranking AI models by benchmarks, speed and price. Evaligo: Benchmarks and RL training environments for LLM agents. Both are models & apis tools.
Is LLM Stats or Evaligo cheaper?
LLM Stats is completely free, while Evaligo is freemium.
Do LLM Stats and Evaligo have free plans?
LLM Stats: Yes, fully free. Evaligo: Yes.
Who makes LLM Stats?
LLM Stats is made by LLM Stats.
Who makes Evaligo?
Evaligo is made by Evaligo.
Which should I choose, LLM Stats or Evaligo?
Choose LLM Stats if you value covers text, image, video and speech models and shows price and speed next to scores. Choose Evaligo if you value tasks drawn from real repositories and private split guards against contamination.