Model comparison

INTELLECT-1 vs Qwen2.5-Coder-32B

Qwen2.5-Coder-32B has enough public results to be ranked (#245); INTELLECT-1 does not yet, so treat this comparison as directional.

Last verified . 6 shared benchmarks.

Qwen2.5-Coder-32B Alibaba (Qwen)

33.4

Rank #245 Confirmed

Summary

  • They share 6 benchmarks with published results for both.
  • Qwen2.5-Coder-32B has downloadable open weights; the other is API-only.

Side by side

INTELLECT-1 and Qwen2.5-Coder-32B specifications
INTELLECT-1Qwen2.5-Coder-32B
ProviderHugging FaceAlibaba (Qwen)
Noometry Index—33.4
Released2024-11-292024-09-18
WeightsProprietaryOpen
Context window—33K
Max output—29K
Input $ / M tokens—$0.66
Output $ / M tokens—$1
Results tracked731

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Category by category

Coding Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 22.6 (#333)

Coding benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
SWE-bench Verified (bash only)—9%
Aider Polyglot—16.4%
BigCodeBench Instruct—49%
LiveBench Coding—56.9%
LMArena Coding—1276
BigCodeBench Complete—58%
HumanEval+—87.2%
MBPP+—77%

Reasoning Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 21.2 (#225)

Reasoning benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
Epoch Capabilities Index100.86119.49
HellaSwag71.4%83%
WinoGrande65.8%80.8%
LiveBench Reasoning—42.1%
LMArena Hard Prompts—1251
LiveBench Data Analysis—49.9%
BIG-Bench Hard34.9%—
LiveBench—46.2%

Math Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 33.3 (#204)

Math benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
GSM8K38.6%93%
LiveBench Math—46.6%
LMArena Math—1251

Knowledge Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 33.4 (#203)

Knowledge benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
ARC (AI2) Challenge54.5%70.5%
MMLU49.9%79.1%
LMArena Expert—1221

Multilingual Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 37.8 (#235)

Multilingual benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
LMArena Non-English—1205
LMArena Chinese—1222
LMArena Russian—1228

Instruction Following Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 61.4 (#245)

Instruction Following benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
LiveBench Instruction Following—58.7%
LMArena Instruction Following—1223

Long Context Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 38.0 (#208)

Long Context benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
LMArena Longer Query—1251

Writing & Preference Not comparable

INTELLECT-1: —, Qwen2.5-Coder-32B: 41.6 (#240)

Writing & Preference benchmarks
BenchmarkINTELLECT-1Qwen2.5-Coder-32B
LMArena Text—1230
LMArena Creative Writing—1174
LMArena Multi-Turn—1222
LiveBench Language—23.3%

Frequently asked questions

Is INTELLECT-1 better than Qwen2.5-Coder-32B?

Qwen2.5-Coder-32B has enough public results to be ranked (#245); INTELLECT-1 does not yet, so treat this comparison as directional.

How many benchmarks do INTELLECT-1 and Qwen2.5-Coder-32B share?

6 benchmarks have published results for both models. INTELLECT-1 has 7 scored results on Noometry and Qwen2.5-Coder-32B has 31.

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