GPT Terra Latest is $1.5 cheaper per 1M input tokens (60% lower; 2.5x difference).
API cost decision in 10 seconds
Pareto vs GPT Terra Latest
Pick GPT Terra Latest when budget and context both matter.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick GPT Terra Latest when budget and context both matter.
On the standard 1M input plus 500K output workload, GPT Terra Latest is estimated at $3.5 vs $6.25 for Pareto, saving $2.75 (44% lower).
Cost-first pickGPT Terra Latest
Context-first pickGPT Terra Latest
Sample savings$2.7544%
10x traffic gap$27.5
GPT Terra Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $27.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
GPT Terra Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Pareto | GPT Terra Latest |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | GPT Terra Latest | $16.25 | $7.5 |
| Balanced workload | 1M input + 1M output | GPT Terra Latest | $10 | $6 |
| Output-heavy chatbot | 1M input + 5M output | GPT Terra Latest | $40 | $26 |
GPT Terra Latest is $2.5 cheaper per 1M output tokens (33.3% lower; 1.5x difference).
GPT Terra Latest has 787.86K more context (4.01x larger).
GPT Terra Latest is $2.75 cheaper on the standard workload (44% 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
GPT Terra Latest has the lower input price; GPT Terra Latest has the lower output price; GPT Terra Latest offers the larger context window. For the 1M input plus 500K output sample, GPT Terra Latest is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $6.25 for Pareto and $3.5 for GPT Terra Latest.
Choose Pareto when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
Choose GPT Terra Latest when you care most about lower input-token price, lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, GPT Terra Latest is estimated at $3.5 vs $6.25 for Pareto, saving $2.75 (44% lower).
- GPT Terra Latest is $2.75 cheaper on the standard workload (44% lower).
- GPT Terra Latest is $1.5 cheaper per 1M input tokens (60% lower; 2.5x difference).
- GPT Terra Latest is $2.5 cheaper per 1M output tokens (33.3% lower; 1.5x difference).
- GPT Terra Latest has 787.86K more context (4.01x larger).
| Feature | Pareto (unbiased) | GPT Terra Latest (OpenAI) |
|---|---|---|
| Input Price prompt tokens per 1M | $2.5 | $1 |
| Completion Price per 1M tokens | $7.5 | $5 |
| Sample Workload Cost 1M input + 500K output | $6.25 | $3.5 |
| Context Window | 262.14K | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | GPT Terra Latest | On the standard 1M input plus 500K output workload, GPT Terra Latest is estimated at $3.5 vs $6.25 for Pareto, saving $2.75 (44% lower). |
| High-volume input processing | GPT Terra Latest | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | GPT Terra Latest | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | GPT Terra Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Pareto 26.10 can replace Pareto when lower sample workload cost matters most: $2.4.
- Pareto Latest can replace Pareto when lower sample workload cost matters most: $2.4.
- Pareto 26.10 Preview can replace Pareto when lower sample workload cost matters most: $2.4.
- gpt-oss-120b (free) can replace GPT Terra Latest when lower sample workload cost matters most: $0.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
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Cheaper alternatives
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Open OpenAI modelsPareto is a multimodal composite model built for research, coding, and agentic workflows, while delivering frontier-level performance across a broad range of general-purpose tasks.
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