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Claude Opus 4.8 vs Seed-2.0-Mini

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 Claude Opus 4.8 and Seed-2.0-Mini.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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ByteDance

Seed-2.0-Mini

Seed-2.0-mini targets latency-sensitive, high-concurrency, and cost-sensitive scenarios, emphasizing fast response and flexible inference deployment. It delivers performance comparable to ByteDance-Seed-1.6, supports 256k context, four reasoning effort modes (minimal/low/medium/high), multimodal understanding,...

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Technical Specifications

SpecificationClaude Opus 4.8Seed-2.0-Mini
ProviderAnthropicByteDance
Context Window1,000,000 tokens262,144 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272026-02-26

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Seed-2.0-Mini

$0.10

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Seed-2.0-Mini

$0.40

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
9540.0%vsN/A
Claude Opus 4.8
Seed-2.0-Mini
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
Seed-2.0-Mini
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
Seed-2.0-Mini
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
Seed-2.0-Mini
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
Seed-2.0-Mini
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
Seed-2.0-Mini

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

Seed-2.0-Mini Quirks & Gotchas

No developer gotchas reported.