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Claude 3 Opus vs Yi-Lightning

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 3 Opus and Yi-Lightning.

Anthropic

Claude 3 Opus

Claude 3 Opus is Anthropic's most powerful model from the first Claude 3 generation, engineered for deep analysis, comprehensive research, and demanding multi-step task execution. Released in March 2024, it represented the frontier of Anthropic's capabilities at the time, with a 200,000-token context window suitable for processing large documents, synthesizing diverse research sources, and generating expert-level written content. Priced at $15/MTok for input, Claude 3 Opus remains available for teams with specific requirements for Claude 3-generation behavior, though most use cases are better served by the improved Claude 4 series.

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01.AI

Yi-Lightning

Yi-Lightning is 01.AI's (離一万物) fastest and most cost-efficient model, purpose-built for high-throughput production workloads. It delivers competitive performance against GPT-4o-mini and Claude Haiku at a fraction of the cost, with exceptional bilingual Chinese-English capabilities. Yi-Lightning excels at classification, entity extraction, summarization, and high-frequency API tasks where latency and cost-per-call are critical constraints.

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Technical Specifications

SpecificationClaude 3 OpusYi-Lightning
ProviderAnthropic01.AI
Context Window200,000 tokens131,072 tokens
Agent SuitabilityN/A82/100
Time to First Token (TTFT)N/A120 ms
Deployment ModelN/Amanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-042025-10-01

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Opus

$15.00

Yi-Lightning

$0.15

Output Price per Million Tokens

Claude 3 Opus

$75.00

Yi-Lightning

$0.30

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
8680.0%vsN/A
Claude 3 Opus
Yi-Lightning
HumanEvalPython coding & logic synthesis
8490.0%vsN/A
Claude 3 Opus
Yi-Lightning
MATHComplex mathematical problem solving
6010.0%vsN/A
Claude 3 Opus
Yi-Lightning
GPQAGraduate-level expert reasoning
5040.0%vsN/A
Claude 3 Opus
Yi-Lightning
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude 3 Opus
Yi-Lightning
MT-BenchMulti-turn conversation flow quality
900.0%vsN/A
Claude 3 Opus
Yi-Lightning

Claude 3 Opus Quirks & Gotchas

No developer gotchas reported.

Yi-Lightning Quirks & Gotchas

  • β–ΈBest cost-efficiency for high-volume bilingual applications
  • β–ΈSelf-hostable via Ollama β€” excellent open-weight option for Asian-language pipelines