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NexusRoute

Guide

Best AI Model for Summarization

Document summarization, key point extraction, meeting notes, and content condensation. Find models that distill information effectively.

Top Recommended Models

1

GPT-5.4

OpenAI · frontier

86/100
Long Context9.5/10
Factuality9.5/10
Instruction Following9.5/10
Speed7/10
Cost Efficiency5.5/10
$2.5/1M in$15/1M out1000K context
Best-in-class tool use and function calling reliability across all providersNative computer use agent that can operate GUIs and browsers end-to-endExpensive at scale — 6x the cost of GPT-5.4-mini for marginal quality gains on simpler tasks
2

Claude Sonnet 4.6

Anthropic · frontier

85/100
Long Context9/10
Factuality9/10
Instruction Following9.5/10
Speed7/10
Cost Efficiency6.5/10
$3/1M in$15/1M out1000K context
Coding quality is within ~3-5% of Opus 4.6 on SWE-bench at 40% of the costFaster inference than Opus while maintaining strong qualityGap vs Opus is visible on the hardest SWE-bench problems and complex refactors
3

Gemini 2.5 Flash

Google · mid

85/100
Long Context9/10
Factuality7.5/10
Instruction Following8/10
Speed9.5/10
Cost Efficiency9/10
$0.15/1M in$0.6/1M out1049K context
Video and audio content analysis and summarizationReasoning quality below Gemini 2.5 Pro on hard problems
4

Gemini 2.5 Pro

Google · frontier

84/100
Long Context10/10
Factuality9/10
Instruction Following8.5/10
Speed5.5/10
Cost Efficiency7/10
$1.25/1M in$10/1M out1049K context
Largest effective context window with strong recall — 1M tokens with good needle-in-haystackBest-in-class multimodal understanding across text, images, audio, and videoThinking mode increases latency significantly (5-20s for complex queries)
5

GPT-5.4 mini

OpenAI · mid

83/100
Long Context8/10
Factuality8/10
Instruction Following9/10
Speed8.5/10
Cost Efficiency8/10
$0.75/1M in$4.5/1M out400K context
Document analysis and summarization within 400K contextNo audio or video processing (text and images only)

Pricing Comparison

ModelInput $/1MOutput $/1MContextScore
GPT-5.4$2.5$151000K86
Claude Sonnet 4.6$3$151000K85
Gemini 2.5 Flash$0.15$0.61049K85
Gemini 2.5 Pro$1.25$101049K84
GPT-5.4 mini$0.75$4.5400K83

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