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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.

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SPECIFICATIONS
Context Window 2.0M 1.0M 1.0M
Max Output — 66K 33K
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 $3.00 $1.25 $2.00
Output $15.00 $5.00 $8.00
Cached Input $0.75 $0.31 $0.50

💸 Cost Calculator

Grok 4.1 Fast

💸Price Calculator
Input1.0M
$3.00
Output0.5M
$7.50
Total: $10.50
☕
10Coffee
🥇
0.1Gold (g)
🍕
4.2Pizza
🐄
0.3%Cow
🎮
0.4%RTX 5090

Gemini 3 Pro

💸Price Calculator
Input1.0M
$1.25
Output0.5M
$2.50
Total: $3.75
☕
3.8Coffee
🥇
0.0Gold (g)
🍕
1.5Pizza
🐄
0.1%Cow
🎮
0.1%RTX 5090

GPT-4.1

💸Price Calculator
Input1.0M
$2.00
Output0.5M
$4.00
Total: $6.00
☕
6.0Coffee
🥇
0.0Gold (g)
🍕
2.4Pizza
🐄
0.1%Cow
🎮
0.2%RTX 5090