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o3 Mini vs Seed 1.6

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 o3 Mini and Seed 1.6.

OpenAI

o3 Mini

OpenAI o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and coding. This model supports the `reasoning_effort` parameter, which can be set to...

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ByteDance

Seed 1.6

Seed 1.6 is a general-purpose model released by the ByteDance Seed team. It incorporates multimodal capabilities and adaptive deep thinking with a 256K context window.

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Technical Specifications

Specificationo3 MiniSeed 1.6
ProviderOpenAIByteDance
Context Window200,000 tokens262,144 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)800 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-01-312025-12-23

API Pricing Comparison

Input Price per Million Tokens

o3 Mini

$1.10

Seed 1.6

$0.25

Output Price per Million Tokens

o3 Mini

$4.40

Seed 1.6

$2.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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
8790.0%vsN/A
o3 Mini
Seed 1.6
HumanEvalPython coding & logic synthesis
9020.0%vsN/A
o3 Mini
Seed 1.6
MATHComplex mathematical problem solving
9020.0%vsN/A
o3 Mini
Seed 1.6
GPQAGraduate-level expert reasoning
6850.0%vsN/A
o3 Mini
Seed 1.6
HellaSwagCommonsense reasoning and inference
8900.0%vsN/A
o3 Mini
Seed 1.6
MT-BenchMulti-turn conversation flow quality
910.0%vsN/A
o3 Mini
Seed 1.6

o3 Mini Quirks & Gotchas

  • โ–ธBest cost/performance ratio for reasoning tasks in the OpenAI lineup
  • โ–ธStill slower than GPT-5 for simple tool calls โ€” route accordingly

Seed 1.6 Quirks & Gotchas

No developer gotchas reported.