Include
Progress Over Time
Interactive timeline showing model performance evolution on Include
State-of-the-art frontier
Open
Proprietary
Include Leaderboard
31 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Anthropic | — | 1.0M | $5.00 / $25.00 | ||
| 2 |  Alibaba Cloud / Qwen Team | — | 1.0M | $1.25 / $3.75 | ||
| 3 | Alibaba Cloud / Qwen Team | 397B | — | — | ||
| 4 | Alibaba Cloud / Qwen Team | — | 1.0M | $0.50 / $3.00 | ||
| 5 | Alibaba Cloud / Qwen Team | — | 1.0M | $0.32 / $1.28 | ||
| 6 | Alibaba Cloud / Qwen Team | 122B | — | — | ||
| 7 | Alibaba Cloud / Qwen Team | 27B | 262K | $0.30 / $2.40 | ||
| 8 | Alibaba Cloud / Qwen Team | 235B | — | — | ||
| 9 | Alibaba Cloud / Qwen Team | 236B | — | — | ||
| 9 | Alibaba Cloud / Qwen Team | 236B | — | — | ||
| 11 | Alibaba Cloud / Qwen Team | 35B | — | — | ||
| 12 | Alibaba Cloud / Qwen Team | 235B | — | — | ||
| 13 | Alibaba Cloud / Qwen Team | 80B | — | — | ||
| 13 | Alibaba Cloud / Qwen Team | 80B | — | — | ||
| 15 | Alibaba Cloud / Qwen Team | 33B | — | — | ||
| 16 | Alibaba Cloud / Qwen Team | 9B | — | — | ||
| 17 | Alibaba Cloud / Qwen Team | 31B | — | — | ||
| 18 | Alibaba Cloud / Qwen Team | 33B | — | — | ||
| 19 | Alibaba Cloud / Qwen Team | 235B | — | — | ||
| 20 | Alibaba Cloud / Qwen Team | 31B | — | — | ||
| 21 | Alibaba Cloud / Qwen Team | 4B | — | — | ||
| 22 | Alibaba Cloud / Qwen Team | 9B | 262K | $0.18 / $2.09 | ||
| 23 | Alibaba Cloud / Qwen Team | 9B | — | — | ||
| 24 | Alibaba Cloud / Qwen Team | 4B | 262K | $0.10 / $1.00 | ||
| 25 | Alibaba Cloud / Qwen Team | 4B | 262K | $0.10 / $0.60 | ||
| 26 | 2B | — | — | |||
| 26 |  Google | 8B | — | — | ||
| 28 | Alibaba Cloud / Qwen Team | 2B | — | — | ||
| 29 | Alibaba Cloud / Qwen Team | 800M | — | — | ||
| 30 | Google | 8B | — | — | ||
| 30 | 2B | — | — |
Notice missing or incorrect data?
What is Include?
Include benchmark - specific documentation not found in official sources
Include is a text benchmark evaluating models on general tasks. LLM Stats tracks 31 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.9.
Compare leaders on the best AI for general leaderboards.
Current leaders
Claude Opus 4.8 from Anthropic currently leads the Include leaderboard with a score of 0.876 across 31 evaluated AI models.
FAQ
Common questions about the Include benchmark and leaderboard.