Model comparison 2026

DeepSeek R1 (0528) vs MiniMax M3

DeepSeek R1 (0528)
DeepSeek · Balanced · Open weights
$0.99/1M · 164K ctx
MiniMax M3
MiniMax · Balanced · Open weights
$0.57/1M · 1.0M ctx

Community vote

Pick a winner in each dimension. You can change your vote any time.

Output Quality

Correctness and depth of what it produces

Agentic Ability

Tool calls, instruction-following, and multi-step tasks

Speed

Tokens per second and time-to-first-token

Value for Money

How much capability you get per dollar

Reliability

Consistent results: fewer refusals, loops and format breaks

Specs and pricing side by side

Spec
DeepSeek R1
MiniMax M3
Maker
DeepSeek
MiniMax
Blended price / 1M
$0.99
$0.57
Input / output
$0.50 in · $2.15 out / 1M tokens
$0.30 in · $1.20 out / 1M tokens
Context window
164K
1.0M
Open weights
Yes
Yes
Tool use
Yes
Yes
Reasoning
Yes
Yes
Output Quality
4.0
6.3
Agentic Ability
4.4
5.0
Speed
5.1
8.1
Value for Money
4.7
6.8
Reliability
8.4
8.4

Pricing and capabilities synced from the OpenRouter catalogue. Scores are editorial (0–10).

Verdict: DeepSeek R1 or MiniMax M3?

Updated 2026-10-17

Choose DeepSeek R1 (0528) if you want research and comparisons that need the original R1 reasoning model. Choose MiniMax M3 if you want agents that need an open-weight model with a 1M context.

In our editorial scoring, MiniMax M3 leads in 4 of five dimensions (output quality, agentic ability, speed and value for money), while DeepSeek R1 (0528) leads in 0. On price, DeepSeek R1 (0528) runs about $0.99 per 1M tokens (blended) and is open-weight; MiniMax M3 is about $0.57 and open-weight.

Where DeepSeek R1 falls short
  • Slow (about 28 output tokens/s, per Artificial Analysis)
  • 164K context, smaller than 27.9% of the coding-agent requests we measured
Full DeepSeek R1 breakdown →
Where MiniMax M3 falls short
  • Weak on long agentic tasks (2.0% in Artificial Analysis's Terminal-Bench 4.0 run)
  • DeepSeek V4.1 Flash scores higher for about half the cost per request
Full MiniMax M3 breakdown →

Setting it up? MiniMax M3: model ID, providers and agent config

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