DeepSeek-V3.1 vs o1

API pricing, benchmark indices and specs — updated 19 October 2026.

deepseek-ai · A · Open weights
Params
684.5 B
Context
163,840
30d
316 K
mit · commercial OK
openai · B · API-only
Input / 1M
$15.00
Output / 1M
$60.00
AA index
15.2
proprietary · 200K context

Specification comparison

Differences are highlighted; identical values are muted.

Specification DeepSeek-V3.1 o1
Deployment Open weights · also via API API-only (closed weights)
Parameters 684.5 B n/a — API-only
Architecture DeepseekV3ForCausalLM n/a — API-only
Context length 163,840 200,000
Licence mit Proprietary
Commercial use Allowed Per API terms
Languages — n/a — API-only
Downloads 30d 316,373 n/a — API-only
Downloads all time 3.4 M n/a — API-only
Quantizations on the Hub SAFETENSORS n/a — API-only
Gated No n/a — API-only
First seen on the Hub 2025-08-21 n/a — API-only
API input price / 1M tokens $0.25 $15.00
API output price / 1M tokens $0.95 $60.00
Est. cost per 1M input + 1M output tokens $1.20 $75.00
Cached input / 1M tokens $0.13 $7.50
AA Intelligence Index 13.7 15.2
AA Coding Index — 39.7
AA Agentic Index — —
Max output tokens 32,768 100,000
API providers 5 1
Tool calling Yes Yes
Reasoning mode Yes Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

DeepSeek-V3.1 $1.20
o1 $75.00

DeepSeek-V3.1 is 62.5× cheaper at list price.

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

DeepSeek-V3.1 · fp16 @ 160K ctx 2,811.5 GB / 24 GB
❌ Won’t fit

Adjacent comparisons