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Compare language models side by side by context window, maximum output, modalities, reasoning support, tools, and token prices. Select for the workload you will run rather than one headline benchmark: coding agents, long-document analysis, low-latency chat, structured extraction, and multimodal tasks place different demands on a model.

Estimate both input and output volume, include caching or batch discounts only when your traffic pattern qualifies, and test quality on representative prompts. Context-window size does not guarantee reliable use of every token. Provider availability, model aliases, rate limits, and pricing can change, so use this comparison as a planning aid and verify current API documentation before production deployment.

	Gemini 3 Pro▾ GPT-4.1 GPT-5.1 GPT-5 Mini GPT-5 Nano ✓ Gemini 3 Pro Claude Sonnet 4.5 Grok 4.1 Fast DeepSeek-V4-Flash Nemotron 3 Nano Omni Gemma 4 31B Gemma 4 26B A4B Gemma 4 E4B SenseNova-U1 8B MoT Gemini 3 ProGoogle	Claude Sonnet 4.5▾ GPT-4.1 GPT-5.1 GPT-5 Mini GPT-5 Nano Gemini 3 Pro ✓ Claude Sonnet 4.5 Grok 4.1 Fast DeepSeek-V4-Flash Nemotron 3 Nano Omni Gemma 4 31B Gemma 4 26B A4B Gemma 4 E4B SenseNova-U1 8B MoT Claude Sonnet 4.5Anthropic	Gemma 4 26B A4B▾ GPT-4.1 GPT-5.1 GPT-5 Mini GPT-5 Nano Gemini 3 Pro Claude Sonnet 4.5 Grok 4.1 Fast DeepSeek-V4-Flash Nemotron 3 Nano Omni Gemma 4 31B ✓ Gemma 4 26B A4B Gemma 4 E4B SenseNova-U1 8B MoT Gemma 4 26B A4BGoogle DeepMind	GPT-5 Nano▾ GPT-4.1 GPT-5.1 GPT-5 Mini ✓ GPT-5 Nano Gemini 3 Pro Claude Sonnet 4.5 Grok 4.1 Fast DeepSeek-V4-Flash Nemotron 3 Nano Omni Gemma 4 31B Gemma 4 26B A4B Gemma 4 E4B SenseNova-U1 8B MoT GPT-5 NanoOpenAI
SPECIFICATIONS
Context Window	1.0M	1.0M	256K	400K
Max Output	66K	—	—	128K
Reasoning	✓	✓	✓	—
INPUT MODALITIES
Text	✓	✓	✓	✓
Image	✓	✓	✓	✓
Audio	✓	—	—	—
Video	✓	—	✓	—
OUTPUT MODALITIES
Text	✓	✓	✓	✓
Image	—	—	—	—
Audio	—	—	—	—
CAPABILITIES
Streaming	✓	✓	✓	✓
Function Calling	✓	✓	✓	✓
Structured Outputs	✓	✓	✓	✓
Thinking	✓	✓	✓	—
TOOLS
Web Search	✓	✓	—	✓
Code Execution	✓	✓	—	✓
Computer Use	—	✓	—	—
Image Generation	—	—	—	✓
PRICING (per 1M tokens)
Input	$1.25	$3.00	—	$0.05
Output	$5.00	$15.00	—	$0.40
Cached Input	$0.31	$0.30	—	$0.01

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Gemini 3 Pro

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Input1.0M

$1.25

Output0.5M

$2.50

Total: $3.75

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3.8Coffee

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1.5Pizza

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0.1%Cow

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0.1%RTX 5090

Claude Sonnet 4.5

💸Price Calculator

Input1.0M

$3.00

Output0.5M

$7.50

Total: $10.50

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10Coffee

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4.2Pizza

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0.3%Cow

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0.4%RTX 5090

GPT-5 Nano

💸Price Calculator

Input1.0M

$0.05

Output0.5M

$0.20

Total: $0.25

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0.2Coffee

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0.0Gold (g)

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0.1Pizza

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0.0%Cow

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0.0%RTX 5090