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o1 vs Qwen3 Coder 480B A35B

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for o1 and Qwen3 Coder 480B A35B.

OpenAI

o1

The latest and strongest model family from OpenAI, o1 is designed to spend more time thinking before responding. The o1 model series is trained with large-scale reinforcement learning to reason...

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Alibaba

Qwen3 Coder 480B A35B

Qwen3-Coder-480B-A35B-Instruct is a Mixture-of-Experts (MoE) code generation model developed by the Qwen team. It is optimized for agentic coding tasks such as function calling, tool use, and long-context reasoning over...

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Technical Specifications

Specificationo1Qwen3 Coder 480B A35B
ProviderOpenAIAlibaba
Context Window200,000 tokens1,048,576 tokens
Agent Suitability88/100N/A
Time to First Token (TTFT)2500 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-12-172025-07-23

API Pricing Comparison

Input Price per Million Tokens

o1

$15.00

Qwen3 Coder 480B A35B

$0.22

Output Price per Million Tokens

o1

$60.00

Qwen3 Coder 480B A35B

$1.80

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Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9180.0%vsN/A
o1
Qwen3 Coder 480B A35B
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
o1
Qwen3 Coder 480B A35B
MATHComplex mathematical problem solving
9480.0%vsN/A
o1
Qwen3 Coder 480B A35B
GPQAGraduate-level expert reasoning
7830.0%vsN/A
o1
Qwen3 Coder 480B A35B
HellaSwagCommonsense reasoning and inference
9200.0%vsN/A
o1
Qwen3 Coder 480B A35B
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
o1
Qwen3 Coder 480B A35B

o1 Quirks & Gotchas

  • โ–ธReasoning model โ€” high latency by design, not for real-time use
  • โ–ธBest for complex math/code reasoning where accuracy > speed
  • โ–ธUse o3-mini when you need reasoning with lower latency

Qwen3 Coder 480B A35B Quirks & Gotchas

No developer gotchas reported.