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o1 vs Seed-2.0-Lite

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 Seed-2.0-Lite.

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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ByteDance

Seed-2.0-Lite

Seed-2.0-Lite is a versatile, cost‑efficient enterprise workhorse that delivers strong multimodal and agent capabilities while offering noticeably lower latency, making it a practical default choice for most production workloads across...

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Technical Specifications

Specificationo1Seed-2.0-Lite
ProviderOpenAIByteDance
Context Window200,000 tokens262,144 tokens
Agent Suitability88/100N/A
Time to First Token (TTFT)2500 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-12-172026-03-10

API Pricing Comparison

Input Price per Million Tokens

o1

$15.00

Seed-2.0-Lite

$0.25

Output Price per Million Tokens

o1

$60.00

Seed-2.0-Lite

$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
9180.0%vsN/A
o1
Seed-2.0-Lite
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
o1
Seed-2.0-Lite
MATHComplex mathematical problem solving
9480.0%vsN/A
o1
Seed-2.0-Lite
GPQAGraduate-level expert reasoning
7830.0%vsN/A
o1
Seed-2.0-Lite
HellaSwagCommonsense reasoning and inference
9200.0%vsN/A
o1
Seed-2.0-Lite
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
o1
Seed-2.0-Lite

o1 Quirks & Gotchas

  • Reasoning model — high latency by design, not for real-time use
  • Best for complex math/code reasoning where accuracy > speed
  • Use o3-mini when you need reasoning with lower latency

Seed-2.0-Lite Quirks & Gotchas

No developer gotchas reported.