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Llama 4 Maverick 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 Llama 4 Maverick and Yi-Lightning.

Meta

Llama 4 Maverick

Meta's next-generation open weights model. Delivers premium agentic capabilities, reasoning, and tool call compliance for local or self-hosted enterprise stacks.

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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

SpecificationLlama 4 MaverickYi-Lightning
ProviderMeta01.AI
Context Window1,048,576 tokens131,072 tokens
Agent Suitability89/10082/100
Time to First Token (TTFT)300 ms120 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-252025-10-01

API Pricing Comparison

Input Price per Million Tokens

Llama 4 Maverick

$0.15

Yi-Lightning

$0.15

Output Price per Million Tokens

Llama 4 Maverick

$0.60

Yi-Lightning

$0.30

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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
9150.0%vsN/A
Llama 4 Maverick
Yi-Lightning
HumanEvalPython coding & logic synthesis
9380.0%vsN/A
Llama 4 Maverick
Yi-Lightning
MATHComplex mathematical problem solving
8920.0%vsN/A
Llama 4 Maverick
Yi-Lightning
GPQAGraduate-level expert reasoning
7640.0%vsN/A
Llama 4 Maverick
Yi-Lightning
HellaSwagCommonsense reasoning and inference
9720.0%vsN/A
Llama 4 Maverick
Yi-Lightning
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Llama 4 Maverick
Yi-Lightning

Llama 4 Maverick Quirks & Gotchas

  • β–ΈSelf-hostable via Ollama/Docker β€” ideal for on-premise deployments
  • β–ΈRequires specific system prompt for optimal function calling reliability

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