GPT-4o-mini Search Preview vs Kimi K2.5
| Signal | GPT-4o-mini Search Preview | Delta | Kimi K2.5 |
|---|---|---|---|
Capabilities | 50 | -33 | |
Benchmarks | 72 | +16 | |
Pricing | 99 | +1 | |
Context window size | 73 | -4 | |
Recency | 44 | -56 | |
Output Capacity | 70 | +50 | |
| Overall Result | 3 wins | of 6 | 3 wins |
Score History
59.3
current score
GPT-4o-mini Search Preview
right now
58.6
current score
GPT-4o-mini Search Preview
OpenAI
Kimi K2.5
Moonshot AI
GPT-4o-mini Search Preview saves you $93.75/month
That's $1125.00/year compared to Kimi K2.5 at your current usage level of 100K calls/month.
| Metric | GPT-4o-mini Search Preview | Kimi K2.5 | Winner |
|---|---|---|---|
| Overall Score | 59 | 59 | GPT-4o-mini Search Preview |
| Rank | #152 | #153 | GPT-4o-mini Search Preview |
| Quality Rank | #152 | #153 | GPT-4o-mini Search Preview |
| Adoption Rank | #152 | #153 | GPT-4o-mini Search Preview |
| Parameters | -- | -- | -- |
| Context Window | 128K | 262K | Kimi K2.5 |
| Pricing | $0.15/$0.60/M | $0.38/$2.02/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 83 | Kimi K2.5 |
| Benchmarks | 72 | 57 | GPT-4o-mini Search Preview |
| Pricing | 99 | 98 | GPT-4o-mini Search Preview |
| Context window size | 73 | 77 | Kimi K2.5 |
| Recency | 44 | 100 | Kimi K2.5 |
| Output Capacity | 70 | 20 | GPT-4o-mini Search Preview |
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 59/100 (rank #152), placing it in the top 48% of all 290 models tracked.
Scores 59/100 (rank #153), placing it in the top 48% of all 290 models tracked.
With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Choose GPT-4o-mini Search Preview when you need:
- High-volume production workloads where API costs must be minimized
Choose Kimi K2.5 when you need:
- Processing long documents or large codebases (262K token context)
- Multimodal workflows that require image understanding
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
GPT-4o-mini Search Preview offers 69% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with GPT-4o-mini Search Preview vs $36.00/month with Kimi K2.5 - a $24.75 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. GPT-4o-mini Search Preview also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.60/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (59/100) 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-4o-mini Search Preview and Kimi K2.5 are extremely close in overall performance (only 0.6999999999999957 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
GPT-4o-mini Search Preview
Marginally better benchmark scores; both are excellent
Best for Cost
GPT-4o-mini Search Preview
69% lower pricing; better value at scale
Best for Reliability
GPT-4o-mini Search Preview
Higher uptime and faster response speeds
Best for Prototyping
GPT-4o-mini Search Preview
Stronger community support and better developer experience
Best for Production
GPT-4o-mini Search Preview
Wider enterprise adoption and proven at scale
by OpenAI
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 69% 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 | GPT-4o-mini Search Preview | Kimi K2.5 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
GPT-4o-mini Search Preview
OpenAI
Kimi K2.5
Moonshot AI
GPT-4o-mini Search Preview saves you $2.12/month
That's 68% cheaper than Kimi K2.5 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-4o-mini Search Preview | Kimi K2.5 |
|---|---|---|
| Context Window | 128K | 262K |
| Max Output Tokens | 16,384 | -- |
| Open Source | No | Yes |
| Created | Mar 12, 2025 | Jan 27, 2026 |