Claude Sonnet 5 vs GPT-5.4 Image 2
| Signal | Claude Sonnet 5 | Delta | GPT-5.4 Image 2 |
|---|---|---|---|
Capabilities | 100 | +14 | |
Pricing | 90 | +5 | |
Context window size | 86 | -11 | |
Recency | 100 | -- | |
Output Capacity | 85 | -15 | |
Benchmarks | 0 | -90 | |
| Overall Result | 2 wins | of 6 | 3 wins |
Score History
40
current score
GPT-5.4 Image 2
right now
91.3
current score
Claude Sonnet 5
Anthropic
GPT-5.4 Image 2
OpenAI
Claude Sonnet 5 saves you $850.00/month
That's $10200.00/year compared to GPT-5.4 Image 2 at your current usage level of 100K calls/month.
| Metric | Claude Sonnet 5 | GPT-5.4 Image 2 | Winner |
|---|---|---|---|
| Overall Score | 40 | 91 | GPT-5.4 Image 2 |
| Rank | #171 | #1 | GPT-5.4 Image 2 |
| Quality Rank | #171 | #1 | GPT-5.4 Image 2 |
| Adoption Rank | #171 | #1 | GPT-5.4 Image 2 |
| Parameters | -- | -- | -- |
| Context Window | 1000K | 272K | Claude Sonnet 5 |
| Pricing | $2.00/$10.00/M | $8.00/$15.00/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 86 | Claude Sonnet 5 |
| Pricing | 90 | 85 | Claude Sonnet 5 |
| Context window size | 86 | 97 | GPT-5.4 Image 2 |
| Recency | 100 | 100 | Claude Sonnet 5 |
| Output Capacity | 85 | 100 | GPT-5.4 Image 2 |
| Benchmarks | -- | 90 | GPT-5.4 Image 2 |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 40/100 (rank #171), placing it in the top 41% of all 290 models tracked.
Scores 91/100 (rank #1), placing it in the top 100% of all 290 models tracked.
GPT-5.4 Image 2 has a 51-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Claude Sonnet 5 when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (1000K token context)
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
Choose GPT-5.4 Image 2 when you need:
- Step-by-step reasoning and chain-of-thought problem solving
GPT-5.4 Image 2 offers 48% better value per quality point. At 1M tokens/day, you'd spend $180.00/month with Claude Sonnet 5 vs $345.00/month with GPT-5.4 Image 2 - a $165.00 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Claude Sonnet 5 also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($10.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (91/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
GPT-5.4 Image 2 clearly outperforms Claude Sonnet 5 with a significant 51.3-point lead. For most general use cases, GPT-5.4 Image 2 is the stronger choice. However, Claude Sonnet 5 may still excel in niche scenarios.
By Use Case
Best for Quality
Claude Sonnet 5
Marginally better benchmark scores; both are excellent
Best for Cost
Claude Sonnet 5
48% lower pricing; better value at scale
Best for Reliability
Claude Sonnet 5
Higher uptime and faster response speeds
Best for Prototyping
Claude Sonnet 5
Stronger community support and better developer experience
Best for Production
Claude Sonnet 5
Wider enterprise adoption and proven at scale
by Anthropic
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 48% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Claude Sonnet 5 | GPT-5.4 Image 2 |
|---|---|---|
| Vision (Image Input) | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Outputdiffers |
Claude Sonnet 5
Anthropic
GPT-5.4 Image 2
OpenAI
Claude Sonnet 5 saves you $16.80/month
That's 52% cheaper than GPT-5.4 Image 2 at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Claude Sonnet 5 | GPT-5.4 Image 2 |
|---|---|---|
| Context Window | 1M | 272K |
| Max Output Tokens | 128,000 | 128,000 |
| Open Source | No | No |
| Created | Jun 30, 2026 | Apr 21, 2026 |