Agentic benchmark
MCP-Tasks leaderboard
Every model the catalog carries a published MCP-Tasks value for, ranked by that value.
CategoryAgentic
MeasureInteractive tool-use evaluation
TasksMCP-integrated tool tasks
DifficultyAdvanced MCP workflows
Published byQwen3.6 launch benchmarks
A Model Context Protocol task benchmark used in Qwen's launch tables to measure practical execution over MCP-style tools and integrations.
MCP-Tasks ranking
5 models with a published MCP-Tasks value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Interactive tool-use evaluation |
|---|---|---|---|
| 1 |  Qwen3.5 397B | Alibaba | 74.2 |
| 2 | Qwen3.6 Plus | Alibaba | 74.1 |
| 3 |  Claude Opus 4.5 | Anthropic | 71.8 |
| 4 |  GLM-5 | Z.AI | 60.8 |
| 5 |  Kimi K2.5 | Moonshot AI | 59.1 |
Evidence key: Observed
Rows are ordered by the value Qwen3.6 launch benchmarks published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.