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o3 Mini 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 o3 Mini and Yi-Lightning.

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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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

Specificationo3 MiniYi-Lightning
ProviderOpenAI01.AI
Context Window200,000 tokens131,072 tokens
Agent Suitability91/10082/100
Time to First Token (TTFT)800 ms120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-01-312025-10-01

API Pricing Comparison

Input Price per Million Tokens

o3 Mini

$1.10

Yi-Lightning

$0.15

Output Price per Million Tokens

o3 Mini

$4.40

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

o3 Mini Quirks & Gotchas

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

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