BenchLeader

Qwen3.5 0.8B

Best configuration ranks #588 of 610 on the BenchLeader Index at 35.9 ±7.8.

Blended price
Output speed
First answer
Context
262k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index36
  2. Agents & tools34
  3. Knowledge38
  4. Instruction following26
  5. Multimodal9
  6. Long context29
  7. Composite37

Reasoning-effort configurations

The same model behaves differently depending on how much it is allowed to think. Each row is one setting, scored only on the benchmarks that were run at that setting. “Default” means the publisher did not say which setting was used.

EffortIndexRankSpeedFirst answerChat reply costCategories
no reasoning34.0#602Agents & tools 34 · Composite 36 · Instruction following 27 · Knowledge 22 · Long context 29 · Multimodal 9
defaultbest35.9#588Agents & tools 34 · Composite 37 · Instruction following 26 · Knowledge 38 · Long context 29 · Multimodal 9

Benchmark results

One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarkno reasoningdefaultSource
GPQA Diamond (AA)not in index23.6%#51511.1%#524Artificial Analysis
Humanity's Last Exam (AA)not in index5.1%#3691.1%#524Artificial Analysis

Agents & tools

Benchmarkno reasoningdefaultSource
Terminal-Bench Hard0.0%#3450.0%#345Artificial Analysis
τ²-Bench Telecom (AA)not in index65.2%#16547.7%#196Artificial Analysis

Knowledge

Benchmarkno reasoningdefaultSource
AA-Omniscience-88.6#472-54.5#356Artificial Analysis

Instruction following

Benchmarkno reasoningdefaultSource
IFBench21.6%#38721.5%#388Artificial Analysis

Multimodal

Benchmarkno reasoningdefaultSource
MMMU-Pro25.7%#24425.8%#243Artificial Analysis

Long context

Benchmarkno reasoningdefaultSource
AA-LCR8.0%#4029.0%#397Artificial Analysis

Composite

Benchmarkno reasoningdefaultSource
AA Intelligence Index5.4#4936.1#454Artificial Analysis

See also

Data as of 9 Sept 2026. Compare these configurations.