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May 2026 · Hands-On Testing

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Data-driven comparisons and expert reviews of the best AI tools. Every tool tested hands-on. No AI-generated fluff. Real benchmarks only.

33In-Depth Reviews
4Categories
May 2026Last Updated

AI Model Comparison

Select two models to compare across 10 dimensions — from coding benchmarks to cost efficiency. All data based on published benchmarks as of May 2026.

Select two models above to compare them side-by-side

AI Model Rankings 2026

LIVE DATA

Comprehensive rankings based on Chatbot Arena ELO scores, SWE-bench, GPQA Diamond, AIME, and API pricing. Foreign and domestic models compared side-by-side. Updated May 2026.

Overall Leaderboard

Overall Composite Score
🥇
🇺🇸GPT-5.5OpenAI
94.2
🥈
🇺🇸Claude Opus 4.7Anthropic
93.8
🥉
🇺🇸Gemini 3.1 ProGoogle DeepMind
93.5
#4
🇺🇸Claude Sonnet 4.6Anthropic
87.5
#5
🇨🇳DeepSeek V4 ProDeepSeek
85.3
#6
🇨🇳Qwen 3.5Alibaba
83.8
#7
🇨🇳Kimi K2.6Moonshot AI
82.1
#8
🇨🇳ERNIE 6.0Baidu
80.5
#9
🇨🇳GLM-5.1Zhipu AI
79.8
#10
🇨🇳MiniMax-Text-01MiniMax
78.4

Foreign vs Domestic — Head to Head

Foreign vs Domestic — Key Metrics
INTERNATIONAL
92.3
Avg Composite Score
Leader: GPT-5.5
DOMESTIC (CHINA)
81.6
Avg Composite Score
Leader: DeepSeek V4 Pro
Top ELO Score
1506
1467
Avg Composite Score
92.3
81.6
Avg API Price (in+out)
$24.4/M
$2.7/M
Models in Top 10
4
6

International models lead on raw performance. Domestic models dominate on cost efficiency — DeepSeek V4 Pro and Qwen 3.5 offer 80%+ of frontier capability at 3-5% of the price.

Category Leaders

Coding (SWE-bench)
Real GitHub issue resolution
1Claude Opus 4.7
2GPT-5.5
3Gemini 3.1 Pro
Reasoning (GPQA Diamond)
Scientific reasoning benchmark
1GPT-5.5
2Gemini 3.1 Pro
3Claude Opus 4.7
Math (AIME / FrontierMath)
Advanced mathematics
1Qwen 3.5
2DeepSeek V4 Pro
3GPT-5.5
Writing & Editing
Content quality assessments
1Claude Opus 4.7
2Claude Sonnet 4.6
3GPT-5.5
Multimodal (Vision/Audio)
Cross-modal understanding
1Gemini 3.1 Pro
2GPT-5.5
3Claude Opus 4.7
Cost Efficiency
Performance per dollar
1DeepSeek V4 Pro
2MiniMax-Text-01
3Qwen 3.5
Safety & Reliability
Hallucination + refusal accuracy
1Claude Opus 4.7
2Claude Sonnet 4.6
3Gemini 3.1 Pro
AI Inference Token Volume (Trillions/Day)
035701051402025-012025-062025-122026-05China: 80T/dayUS: 48T/day

China surpassed the US in weekly AI token volume in March 2026 (4.69 trillion/week). Source: Ministry of Industry and Information Technology, Fireworks AI, OpenRouter.

Monthly API Cost — 10M Output Tokens
DeepSeek V4 Pro
$34.8
Qwen 3.5
$15
GPT-5.5
$300
Gemini 3.1 Pro
$120
Claude Opus 4.7
$250

Blue = International models. Red = Domestic models. DeepSeek V4 Pro is 7x cheaper than GPT-5.5 for the same token volume. At scale (50M tokens/month), the gap widens to 8.6x.

Our Recommendations

Best Overall Performance
Claude Opus 4.7

Claude Opus 4.7 wins on SWE-bench (87.6%), writing quality, and safety. GPT-5.5 leads on agentic coding and math. For most professional work, Opus 4.7 produces the most reliable output.

Pricing: $5/$25 per MTok (in/out)
Runner-up: GPT-5.5
Best Value (Cost-Performance)
DeepSeek V4 Pro

DeepSeek V4 Pro delivers 85% of frontier performance at 3% of the cost. At $0.15/$3.48 per MTok, it's 33x cheaper than Claude Opus on input. Best for startups, prototyping, and budget-conscious teams.

Pricing: $0.15/$3.48 per MTok (in/out)
Runner-up: Qwen 3.5
Best for Enterprise
Gemini 3.1 Pro

2M context window, best multimodal capabilities (MMMU-Pro 80.5%), Google Cloud integration, and a generous free tier for evaluation. Best safety-to- capability ratio among all providers.

Pricing: $2.50/$12 per MTok (in/out)
Runner-up: Claude Opus 4.7
Best Open Source Model
Qwen 3.5

Qwen 3.5 matches or exceeds DeepSeek on math (92.6) and coding (76.4) benchmarks while offering better multilingual support. Apache 2.0 license, fully deployable on-premise.

Pricing: $0.25/$1.50 per MTok (API) or free (self-hosted)
Runner-up: DeepSeek V4 Pro

Rankings based on Chatbot Arena (LMSYS) ELO scores, SWE-bench Verified, GPQA Diamond, AIME 2024, FrontierMath, MMLU-Pro, and published vendor reports as of May 2026. Pricing data sourced from official API documentation. Token trend data from China MIIT, Fireworks AI, and OpenRouter. Always verify with official provider pricing.

Head-to-Head Comparisons

DATA-DRIVEN

We test every tool against the same tasks, same prompts, same benchmarks. Here is what wins and why.

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Hands-On Testing

Every tool reviewed is tested personally. Real prompts, real projects, real results.

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Data-Driven Rankings

Benchmarks, pricing, and performance metrics. No opinions without data.

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Updated Weekly

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