GPT-4o-mini Search Preview vs gpt-oss-20b
| Signal | GPT-4o-mini Search Preview | Delta | gpt-oss-20b |
|---|---|---|---|
Capabilities | 50 | -17 | |
Benchmarks | 72 | +17 | |
Pricing | 99 | 0 | |
Context window size | 73 | 0 | |
Recency | 44 | -26 | |
Output Capacity | 70 | +50 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
59.3
current score
GPT-4o-mini Search Preview
right now
57
current score
GPT-4o-mini Search Preview
OpenAI
gpt-oss-20b
OpenAI
gpt-oss-20b saves you $35.10/month
That's $421.20/year compared to GPT-4o-mini Search Preview at your current usage level of 100K calls/month.
| Metric | GPT-4o-mini Search Preview | gpt-oss-20b | Winner |
|---|---|---|---|
| Overall Score | 59 | 57 | GPT-4o-mini Search Preview |
| Rank | #152 | #154 | GPT-4o-mini Search Preview |
| Quality Rank | #152 | #154 | GPT-4o-mini Search Preview |
| Adoption Rank | #152 | #154 | GPT-4o-mini Search Preview |
| Parameters | -- | 20B | -- |
| Context Window | 128K | 131K | gpt-oss-20b |
| Pricing | $0.15/$0.60/M | $0.03/$0.14/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 67 | gpt-oss-20b |
| Benchmarks | 72 | 56 | GPT-4o-mini Search Preview |
| Pricing | 99 | 100 | gpt-oss-20b |
| Context window size | 73 | 73 | gpt-oss-20b |
| Recency | 44 | 70 | gpt-oss-20b |
| 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 57/100 (rank #154), placing it in the top 47% of all 290 models tracked.
With only a 2-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:
- Budget-friendly applications with moderate quality requirements
Choose gpt-oss-20b when you need:
- High-volume production workloads where API costs must be minimized
- 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-oss-20b offers 77% better value per quality point. At 1M tokens/day, you'd spend $2.54/month with gpt-oss-20b vs $11.25/month with GPT-4o-mini Search Preview - a $8.71 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-oss-20b also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (131K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.14/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
GPT-4o-mini Search Preview and gpt-oss-20b are extremely close in overall performance (only 2.299999999999997 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-oss-20b
77% 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 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 | gpt-oss-20b |
|---|---|---|
| Vision (Image Input) | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
GPT-4o-mini Search Preview
OpenAI
gpt-oss-20b
OpenAI
gpt-oss-20b saves you $0.7698/month
That's 78% cheaper than GPT-4o-mini Search Preview 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 | gpt-oss-20b |
|---|---|---|
| Context Window | 128K | 131K |
| Max Output Tokens | 16,384 | -- |
| Open Source | No | Yes |
| Created | Mar 12, 2025 | Aug 5, 2025 |