GPT-5.4 vs MiniMax M2.1: which is better for agents?

GPT-5.4 scores higher on output quality (7.7/10 vs 5.1/10), while MiniMax M2.1 is the cheaper option. GPT-5.4 is best for existing GPT-5.4 setups that have not moved to the GPT-6 family; MiniMax M2.1 is best for short, tool-heavy agent steps on a tight budget. Live community votes on this page show what people actually prefer.

Is GPT-5.4 cheaper than MiniMax M2.1?

MiniMax M2.1 is cheaper: roughly $0.57 vs $6.25 per 1M tokens (blended). GPT-5.4: $2.50 in · $15 out / 1M tokens. MiniMax M2.1: $0.30 in · $1.20 out / 1M tokens.

Can I switch between GPT-5.4 and MiniMax M2.1 in the same agent?

Yes. Model-agnostic agents (Cline, Aider, OpenClaw, Hermes Agent, Kilo Code, OpenCode) let you swap models per task. Many people route hard tasks to the stronger model and routine work to the cheaper one.

GPT-5.4 vs MiniMax M2.1: Which AI Model Is Better? (2026)

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

GPT-5.4

MiniMax M2.1

Maker

OpenAI

MiniMax

Blended price / 1M

$6.25

$0.57

Input / output

$2.50 in · $15 out / 1M tokens

$0.30 in · $1.20 out / 1M tokens

Context window

1.1M

205K

Open weights

Yes

Tool use

Yes

Reasoning

Yes

Output Quality

7.7

5.1

Agentic Ability

6.2

4.7

Speed

7.6

6.9

Value for Money

4.6

7.2

Reliability

8.6

8.3

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

Verdict: GPT-5.4 or MiniMax M2.1?

Updated 2026-10-17

Choose GPT-5.4 if you want existing GPT-5.4 setups that have not moved to the GPT-6 family. Choose MiniMax M2.1 if you want short, tool-heavy agent steps on a tight budget.

In our editorial scoring, GPT-5.4 leads in 4 of five dimensions (output quality, agentic ability, speed and reliability), while MiniMax M2.1 leads in 1. On price, GPT-5.4 runs about $6.25 per 1M tokens (blended) and is proprietary; MiniMax M2.1 is about $0.57 and open-weight.

Where GPT-5.4 falls short