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Crazyrouter-Model-Comparison

Name: Crazyrouter-Model-Comparison
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🏆 Top AI Models Comparison — May 2026

A practical, up-to-date comparison of the best large language models available via API as of May 4, 2026. Focused on real-world performance, pricing, and use-case fit — not just benchmark scores.

Last updated: 2026-05-04 | Contributions welcome via PR

📊 Model Overview

Model	Provider	Context Window	Input Price (per 1M tokens)	Output Price (per 1M tokens)	Strengths
Claude 4 Sonnet	Anthropic	200K	$3.00	$15.00	Best overall coding + reasoning, extended thinking
Claude 3.7 Sonnet	Anthropic	200K	$3.00	$15.00	Excellent balance of speed and quality
Claude 3.5 Haiku	Anthropic	200K	$0.80	$4.00	Fast and cheap, great for high-volume tasks
GPT-4.1	OpenAI	1M	$2.00	$8.00	Large context, strong instruction following
GPT-4.1 mini	OpenAI	1M	$0.40	$1.60	Budget-friendly, good for simple tasks
GPT-4o	OpenAI	128K	$2.50	$10.00	Multimodal (text + image + audio)
Gemini 2.5 Pro	Google	1M	$1.25 / $2.50	$10.00	Huge context, strong reasoning + thinking
Gemini 2.5 Flash	Google	1M	$0.15	$0.60 / $3.50	Extremely fast and cheap
DeepSeek V3	DeepSeek	128K	$0.27	$1.10	Best value for money, strong coding
DeepSeek R1	DeepSeek	128K	$0.55	$2.19	Deep reasoning with chain-of-thought
Llama 4 Maverick	Meta	1M	Varies	Varies	Open-weight, self-hostable
Qwen3 235B	Alibaba	128K	Varies	Varies	Top open-source, hybrid thinking

💡 Prices are official API rates. Third-party providers often offer 20-50% discounts.

🎯 Best Model by Use Case

Coding & Development

Task	Recommended	Why
Complex refactoring	Claude 4 Sonnet	Best code understanding and generation
Quick code completion	Claude 3.5 Haiku	Fast, accurate, low cost
Debugging	Claude 4 Sonnet / GPT-4.1	Strong reasoning about code logic
Code review	Claude 3.7 Sonnet	Good balance of depth and speed

Writing & Content

Task	Recommended	Why
Long-form articles	Claude 4 Sonnet	Natural writing style, follows instructions well
Translation	Gemini 2.5 Pro	Strong multilingual capabilities
Summarization	Gemini 2.5 Flash	Fast, cheap, handles long docs
Creative writing	Claude 4 Sonnet	Most natural and nuanced output

Data & Analysis

Task	Recommended	Why
Data extraction	GPT-4.1	Reliable structured output, large context
Math / Logic	DeepSeek R1	Deep chain-of-thought reasoning
Research analysis	Gemini 2.5 Pro	1M context for large document sets
Classification	Gemini 2.5 Flash / GPT-4.1 mini	Cheap and fast for high volume

Multimodal

Task	Recommended	Why
Image understanding	GPT-4o / Gemini 2.5 Pro	Native vision capabilities
Document OCR	Gemini 2.5 Pro	Handles PDFs and scanned docs well
Audio transcription	GPT-4o	Native audio input support

⚡ Speed vs Quality Tiers

Tier 1 — Maximum Quality (slower, higher cost)
├── Claude 4 Sonnet (extended thinking)
├── Gemini 2.5 Pro (thinking mode)
└── DeepSeek R1

Tier 2 — Balanced (good quality, reasonable speed)
├── Claude 3.7 Sonnet
├── GPT-4.1
└── GPT-4o

Tier 3 — Fast & Cheap (high throughput)
├── Claude 3.5 Haiku
├── Gemini 2.5 Flash
├── GPT-4.1 mini
└── DeepSeek V3

💰 Cost Efficiency Ranking

For typical workloads (mixed input/output), approximate cost per 1M total tokens:

Rank	Model	~Cost per 1M tokens	Quality
1	Gemini 2.5 Flash	~$0.40	Good
2	GPT-4.1 mini	~$1.00	Good
3	DeepSeek V3	~$0.70	Very Good
4	Claude 3.5 Haiku	~$2.40	Very Good
5	DeepSeek R1	~$1.40	Excellent (reasoning)
6	GPT-4.1	~$5.00	Excellent
7	Gemini 2.5 Pro	~$6.00	Excellent
8	Claude 4 Sonnet	~$9.00	Top tier

🔧 Quick Start: Access All Models with One API

Instead of managing separate API keys for each provider, you can use an API gateway to access all models through a single OpenAI-compatible endpoint.

Example with Python (OpenAI SDK):

python

from openai import OpenAI

# Works with any OpenAI-compatible gateway
client = OpenAI(
    api_key="your-api-key",
    base_url="https://your-gateway.com/v1"  
)

# Switch models by just changing the model name
models = [
    "claude-sonnet-4-20250514",
    "gpt-4.1",
    "gemini-2.5-pro-preview-05-06",
    "deepseek-chat",
]

for model in models:
    response = client.chat.completions.create(
        model=model,
        messages=[{"role": "user", "content": "Explain quicksort in 3 sentences"}],
    )
    print(f"{model}: {response.choices[0].message.content[:100]}...")

Popular API gateways: Crazyrouter, OpenRouter, AIHubMix

📈 Key Trends — May 2026

Extended thinking is mainstream — Claude 4 Sonnet, Gemini 2.5 Pro, and DeepSeek R1 all support chain-of-thought reasoning modes
1M+ context is the new normal — GPT-4.1, Gemini 2.5, and Llama 4 all support 1M tokens
Open-source closing the gap — Qwen3, Llama 4, and DeepSeek V3 rival proprietary models
Prices keep dropping — Flash/mini tiers make AI accessible for high-volume production use
Multimodal expanding — Vision, audio, and video understanding becoming standard features

📚 Methodology

This comparison is based on:

Official API documentation and pricing pages
Public benchmarks (LMSYS Chatbot Arena, LiveBench, SWE-bench)
Community feedback and real-world usage reports
Our own testing across coding, writing, and analysis tasks

We update this guide monthly. Prices and capabilities change frequently — always check the provider's official docs for the latest info.

🤝 Contributing

Found outdated info or want to add a model? PRs are welcome! Please include:

Source link for any pricing or capability claims
Date of verification

📖 Related Resources

LMSYS Chatbot Arena — Live model rankings by human preference
LiveBench — Contamination-free LLM benchmark
Artificial Analysis — Speed and pricing tracker

⭐ Star this repo if you find it useful — it helps others discover it!

xujfcn/Crazyrouter-Model-Comparison