GPT-5.6 Terra vs DeepSeek V3.1
Detailed technical comparison between GPT-5.6 Terra (OpenAI) and DeepSeek V3.1 (DeepSeek). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.
Comparison Snapshot
GPT-5.6 Terra
1,050,000 tokensTie
Equal CapabilityTie
Equal SpeedDeepSeek V3.1
$0.25 / MTokGPT-5.6 Terra
GPT-5.6 Terra is a balanced model in OpenAI's GPT-5.6 series, positioned between the flagship Sol tier and the cost-efficient Luna tier. It is suited for everyday coding, reasoning, and agentic...
DeepSeek V3.1
DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...
Technical Specifications
🏆 = Superior Spec| Specification | GPT-5.6 Terra | DeepSeek V3.1 |
|---|---|---|
| Provider | OpenAI | DeepSeek |
| Context Window | 1,050,000 tokens🏆 | 163,840 tokens |
| Agent Suitability | Not yet benchmarked | Not yet benchmarked |
| Time to First Token (TTFT) | No public TTFT data | No public TTFT data |
| Deployment Model | managed api | self hostable |
| Production Stability | Beta Access (est.) | Stable GA (est.) |
| API Available | Yes | Yes |
| Released Date | 2026-07-09 | 2025-08-21 |
API Pricing Comparison
Input Price per Million Tokens
GPT-5.6 Terra
$2.50
DeepSeek V3.1
$0.25
Output Price per Million Tokens
GPT-5.6 Terra
$15.00
DeepSeek V3.1
$0.95
💡 Cost Ratio: DeepSeek V3.1 is 10.0x cheaper per input token than GPT-5.6 Terra.
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Benchmark Performance Metrics
Standardized Scores (0–100%)Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.
GPT-5.6 Terra Quirks & Gotchas
No developer gotchas reported.
DeepSeek V3.1 Quirks & Gotchas
No developer gotchas reported.
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