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Claude Opus 4.8 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 Claude Opus 4.8 and Seed-2.0-Lite.

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-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

SpecificationClaude Opus 4.8Seed-2.0-Lite
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 Date2026-05-272026-03-10

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Seed-2.0-Lite

$0.25

Output Price per Million Tokens

Claude Opus 4.8

$25.00

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

Claude Opus 4.8 Quirks & Gotchas

  • Best-in-class for autonomous code repair and multi-agent orchestration
  • Preview model — API may introduce breaking changes without notice

Seed-2.0-Lite Quirks & Gotchas

No developer gotchas reported.