OpenAI GPT Latest is $16 cheaper per 1M input tokens (76.2% lower; 4.2x difference).
API cost decision in 10 seconds
OpenAI GPT Latest vs GPT-5.2 Pro
Pick OpenAI GPT Latest when budget and context both matter.
Budget verdict
Pick OpenAI GPT Latest when budget and context both matter.
On the standard 1M input plus 500K output workload, OpenAI GPT Latest is estimated at $20 vs $105 for GPT-5.2 Pro, saving $85 (81% lower).
OpenAI GPT Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $850. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
OpenAI GPT Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | OpenAI GPT Latest | GPT-5.2 Pro |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | OpenAI GPT Latest | $40 | $189 |
| Balanced workload | 1M input + 1M output | OpenAI GPT Latest | $35 | $189 |
| Output-heavy chatbot | 1M input + 5M output | OpenAI GPT Latest | $155 | $861 |
OpenAI GPT Latest is $138 cheaper per 1M output tokens (82.1% lower; 5.6x difference).
OpenAI GPT Latest has 650K more context (2.62x larger).
OpenAI GPT Latest is $85 cheaper on the standard workload (81% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
OpenAI GPT Latest has the lower input price; OpenAI GPT Latest has the lower output price; OpenAI GPT Latest offers the larger context window. For the 1M input plus 500K output sample, OpenAI GPT Latest is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $20 for OpenAI GPT Latest and $105 for GPT-5.2 Pro.
Choose OpenAI GPT Latest when you care most about lower input-token price, lower output-token price, and larger context window.
Choose GPT-5.2 Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
- On the standard 1M input plus 500K output workload, OpenAI GPT Latest is estimated at $20 vs $105 for GPT-5.2 Pro, saving $85 (81% lower).
- OpenAI GPT Latest is $85 cheaper on the standard workload (81% lower).
- OpenAI GPT Latest is $16 cheaper per 1M input tokens (76.2% lower; 4.2x difference).
- OpenAI GPT Latest is $138 cheaper per 1M output tokens (82.1% lower; 5.6x difference).
- OpenAI GPT Latest has 650K more context (2.62x larger).
| Feature | OpenAI GPT Latest (OpenAI) | GPT-5.2 Pro (OpenAI) |
|---|---|---|
| Input Price prompt tokens per 1M | $5 | $21 |
| Completion Price per 1M tokens | $30 | $168 |
| Sample Workload Cost 1M input + 500K output | $20 | $105 |
| Context Window | 1.05M | 400K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | OpenAI GPT Latest | On the standard 1M input plus 500K output workload, OpenAI GPT Latest is estimated at $20 vs $105 for GPT-5.2 Pro, saving $85 (81% lower). |
| High-volume input processing | OpenAI GPT Latest | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | OpenAI GPT Latest | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | OpenAI GPT Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- gpt-oss-120b (free) can replace OpenAI GPT Latest when lower sample workload cost matters most: $0.
- gpt-oss-20b (free) can replace OpenAI GPT Latest when lower sample workload cost matters most: $0.
- gpt-oss-20b can replace OpenAI GPT Latest when lower sample workload cost matters most: $0.1.
- gpt-oss-120b can replace OpenAI GPT Latest when lower sample workload cost matters most: $0.13.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 Multi-Agent offers 2M context with $5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- DeepSeek V4 Flash · DeepSeek · #1
- Hy3 preview · Tencent · #2
- Claude Opus 4.7 · Anthropic · #3
- Claude Sonnet 4.6 · Anthropic · #4
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsOpenAI catalog
Review all tracked OpenAI models before deciding whether this matchup is the right shortlist.
Open OpenAI modelsThis model always redirects to the latest model in the OpenAI GPT family.
GPT-5.2 Pro is OpenAI’s most advanced model, offering major improvements in agentic coding and long context performance over GPT-5 Pro. It is optimized for complex tasks that require step-by-step reasoning,...