| Signal | GPT-5.4 Mini | Delta | Kimi K2.7 Code |
|---|---|---|---|
Capabilities | 100 | +17 | |
Benchmarks | 90 | +40 | |
Pricing | 96 | -1 | |
Context window size | 80 | +3 | |
Recency | 100 | -- | |
Output Capacity | 85 | -5 | |
| Overall Result | 3 wins | of 6 | 2 wins |
Score History
78.8
current score
GPT-5.4 Mini
right now
53.7
current score
OpenAI
Moonshot AI
Kimi K2.7 Code saves you $85.35/month
That's $1024.20/year compared to GPT-5.4 Mini at your current usage level of 100K calls/month.
| Metric | GPT-5.4 Mini | Kimi K2.7 Code | Winner |
|---|---|---|---|
| Overall Score | 79 | 54 | GPT-5.4 Mini |
| Rank | #51 | #153 | GPT-5.4 Mini |
| Quality Rank | #51 | #153 | GPT-5.4 Mini |
| Adoption Rank | #51 | #153 | GPT-5.4 Mini |
| Parameters | -- | -- | -- |
| Context Window | 400K | 262K | GPT-5.4 Mini |
| Pricing | $0.75/$4.50/M | $0.61/$3.07/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 83 | GPT-5.4 Mini |
| Benchmarks | 90 | 51 | GPT-5.4 Mini |
| Pricing | 96 | 97 | Kimi K2.7 Code |
| Context window size | 80 | 77 | GPT-5.4 Mini |
| Recency | 100 | 100 | GPT-5.4 Mini |
| Output Capacity | 85 | 90 | Kimi K2.7 Code |
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 79/100 (rank #51), placing it in the top 83% of all 290 models tracked.
Scores 54/100 (rank #153), placing it in the top 48% of all 290 models tracked.
GPT-5.4 Mini has a 25-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
GPT-5.4 Mini offers 30% better value per quality point. At 1M tokens/day, you'd spend $55.22/month with Kimi K2.7 Code vs $78.75/month with GPT-5.4 Mini - a $23.53 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. Kimi K2.7 Code also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (400K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($3.07/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (79/100) 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 Mini clearly outperforms Kimi K2.7 Code with a significant 25.099999999999994-point lead. For most general use cases, GPT-5.4 Mini is the stronger choice. However, Kimi K2.7 Code may still excel in niche scenarios.
Best for Quality
GPT-5.4 Mini
Marginally better benchmark scores; both are excellent
Best for Cost
Kimi K2.7 Code
30% lower pricing; better value at scale
Best for Reliability
GPT-5.4 Mini
Higher uptime and faster response speeds
Best for Prototyping
GPT-5.4 Mini
Stronger community support and better developer experience
Best for Production
GPT-5.4 Mini
Wider enterprise adoption and proven at scale
by OpenAI
| Capability | GPT-5.4 Mini | Kimi K2.7 Code |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
OpenAI
Moonshot AI
Kimi K2.7 Code saves you $1.97/month
That's 29% cheaper than GPT-5.4 Mini 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 | GPT-5.4 Mini | Kimi K2.7 Code |
|---|---|---|
| Context Window | 400K | 262K |
| Max Output Tokens | 128,000 | 262,144 |
| Open Source | No | Yes |
| Created | Mar 17, 2026 | Jun 12, 2026 |