Qwen 2.5 Coder 32B AI Model Benchmark Evaluation

Intelligence Index

81.5/ 100

Calibrated multi-domain composite

Throughput Speed

75tok/sec

Output streaming throughput

Time To First Token

340ms

Initial chunk server latency

LiveBench Contam-Free

67.0%

September 2026 suite score

LiveBench Multi-Domain Evaluation Breakdown

Monthly refreshed contamination-free test sets

Coding & Repo Repair74.0%

Sourced Benchmark Evaluations (2)

Verified performance across authoritative benchmarks with provenance tracking.

Benchmark	Status	Score	Trust	Date	Source Type	Provenance
ARC-AGI-2	Nearing Saturation	60.8%	75	2024-12-10	independent	Source ↗
SWE-bench Verified	Saturated	56.2%	25	2024-11-21	independent	Source ↗

Local Hardware Execution (Ollama)Hardware Compatible

# 1. Pull and execute model locally with Ollama
ollama run qwen-2-5-coder-32b

# 2. Or invoke via local OpenAI-compatible endpoint
curl http://localhost:11434/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen-2-5-coder-32b",
    "messages": [{"role": "user", "content": "Analyze reasoning chains on AIME 2026"}]
  }'

Evaluation & Sourcing Notes

Scores listed for Qwen 2.5 Coder 32B represent verified evaluations extracted from official research papers, independent evaluation suites (HELM, LMSYS, OpenCompass, LiveBench), and verified audit reports.

All benchmarks marked as saturated or deprecated reflect historical performance where the benchmark no longer provides active discriminative power.