All models

MiniMax M2.7 vs GLM 4.6V

MiniMax M2.7 at $0.310 in and $1.24 out and GLM 4.6V at $0.345 in and $1.03 out — per million tokens, from the same wallet.

M

MiniMax M2.7

MiniMax

0.25¢

for a client proposal

$0.310 in · $1.24 out / 1M

205K context · released 5 months ago

Full page →
Z

GLM 4.6V

Z.ai

0.26¢

for a client proposal

$0.345 in · $1.03 out / 1M

131K context · released December 2025

Full page →

Asking all both at once — identical prompt, identical context — costs about 0.51¢ for a typical client proposal.

At a glance

  • Cheapest input: MiniMax M2.7 at $0.310 per million tokens.
  • Cheapest output: GLM 4.6V at $1.03 per million tokens.
  • Largest context: MiniMax M2.7 at 205K tokens — about 290 pages.

Cost per task

Estimated totals at the rates above. Solid bar is input, lighter bar is output.

Quick code fix

2K in · 500 out
MiniMax M2.7
0.12¢
GLM 4.6V
0.12¢

Draft a client proposal from notes

5K in · 800 out
MiniMax M2.7
0.25¢
GLM 4.6V
0.26¢

Context-heavy session (Alyph workspace)

155K in · 4K out
MiniMax M2.7
$0.05
GLM 4.6V
needs 155K ctx

Analyze a 50-page legal contract

35K in · 1K out
MiniMax M2.7
1.2¢
GLM 4.6V
1.3¢

Large architecture refactor

250K in · 3K out
MiniMax M2.7
needs 250K ctx
GLM 4.6V
needs 250K ctx

Solid part of each bar is input tokens, the lighter part is output. Models that don’t fit a task are marked instead of priced.

Cost vs Token Amount

Drag the slider to adjust the split between input and output workload.

80% Input20% Output
free$0.25$0.500 tokens250k500k750k1000k
MiniMax M2.7
GLM 4.6V

Adjust the ratio slider to change how output tokens influence the final price for equivalent workloads.

Pricing

MiniMax M2.7
GLM 4.6V
Input / 1M tokens
$0.310
$0.345
Output / 1M tokens
$1.24
$1.03
Cached input / 1M
$0.062
$0.063

Specs

MiniMax M2.7
GLM 4.6V
Provider
Released
5 months ago
December 2025
Context window
205K
131K
Max output
131K
33K
Input
Text
Images, Text, and Video
Output
Text
Text
Reasoning
Shows its thinking
Shows its thinking
Knowledge cutoff

Try it with real numbers

2K tokens in · 500 tokens out.

MiniMax M2.7

MiniMax

0.12¢

for this task

50% input · 50% output

Full pricing →

GLM 4.6V

Z.ai

0.12¢

for this task

57% input · 43% output

Full pricing →

All 2, same prompt and context: 0.24¢. That is the entire cost of the comparison.

Your $5 welcome credit covers about 2,041 of these.

Which should you pick?

For long documents, MiniMax M2.7 has the largest context window here — 205K tokens.

On price, MiniMax M2.7 is the cheapest of the two on a typical task, at about 0.25¢.

For images or files, GLM 4.6V can read them directly; MiniMax M2.7 is text-only.

Or don’t pick. Send the identical prompt to all both, read the answers side by side, and keep the winner. How to run a fair bake-off →

Questions, answered

Which is cheaper, MiniMax M2.7 or GLM 4.6V?

On a typical client proposal (5K tokens in, 800 out): MiniMax M2.7 at 0.25¢; GLM 4.6V at 0.26¢. Long prompts can change the order when long-context rates apply.

Which has the largest context window?

MiniMax M2.7 — 205K tokens, about 290 pages.

Can I run MiniMax M2.7 and GLM 4.6V side by side on Alyph?

Yes — that is what Alyph is built for: the identical prompt with identical context to all 2, answers rendered side by side, billed from one wallet. This exact combination costs about 0.51¢ for a typical task.

Ask both at once

Identical prompt, identical context, answers side by side — about 0.51¢ for a typical client proposal. Free to start, with $5 of credit.