MODEL PROOF

MiniMax M2.7

BETTER VALUE OPTION

A stored alternative has an equal-or-higher measured score and an equal-or-lower price.

$0.525 / 1M tokens Balanced · 3 tokens in per 1 out

Serving precision differs between offers.

GLM 5.3 Flash · Δ score 65 points · 55% lower measured price · $0.238 / 1M tokens

MiMo-V2.6-Flash is a further stored option with these losses: 177K → 131K max output

Independent LMArena score
1,404.6 ± 3.4 · 79,944 votes
Context window
204.8K
Maximum output
176.95K
Input modalities
text
Output modalities
text
Published input price
$0.300 / 1M tokens
Published output price
$1.20 / 1M tokens
Pricing kind
fixed

Inspect complete billing conditions and endpoint terms below.

Price from Minimax: the cheapest offer that is serving, at standard delivery and at the maker’s precision or better, at its standard rate.

Cheaper right now: $0.368/M at GMICloud — promotion 30% It does not pass the like-for-like test, so it never sets a rank.

Every price dimension · USD per million tokens
Input$0.300/M
Output$1.20/M
Cached input$0.060/M
Cache writeUnknown/M
Cache write 1hUnknown/M
ReasoningUnknown/M

Who sells it

The same weights, different shops. Cheapest is not like-for-like when serving precision differs.

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.300/M from AtlasCloud.

7 provider offers · rates, limits and conditions

Rates are USD per million tokens. Endpoint terms can differ even when the quoted price and precision match. A listed parameter is a provider declaration, not a task-success test.

SellerInputOutputPrecisionUptime (1d)
GMICloudgmicloud/fp8
Endpoint terms
Cached input /M
$0.042
Context limit
196,608 tokens
Output limit
176,947 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
30% · already included in these rates
Uptime · last 30 minutes
99.94%
$0.210 $0.840 fp8 99.84%
Novitanovita/fp8
Endpoint terms
Cached input /M
$0.054
Context limit
204,800 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
10% · already included in these rates
Uptime · last 30 minutes
99.83%
$0.270 $1.08 fp8 99.48%
AtlasCloudatlas-cloud/fp8
Endpoint terms
Cached input /M
$0.060
Context limit
196,608 tokens
Output limit
176,947 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.47%
$0.300 $1.20 fp8 99.32%
Minimaxminimax/fp8
Endpoint terms
Cached input /M
$0.060
Context limit
204,800 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.70%
$0.300 $1.20 fp8 99.55%
Minimaxminimax/highspeed
Endpoint terms
Cached input /M
$0.060
Context limit
204,800 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.21%
$0.600 $2.40 fp8 98.75%
Groqgroq
Endpoint terms
Cached input /M
Unknown
Context limit
196,608 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
97.28%
$0.600 $1.80 undeclared 99.42%
SambaNovasambanova
Endpoint terms
Cached input /M
$0.060
Context limit
196,608 tokens
Output limit
176,947 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$0.600 $2.40 undeclared 0.00%

Independent scores

LMArena Elo1404.6default

LMArena Elo under CC BY 4.0. Absence of another board is not a score of zero.

Best rankings by task

  • Data visualisation #35 1242
  • Websites #38 1249
  • Code categories #40 1238
  • Game development #42 1223
  • 3D #43 1202
  • ASCII art #47 1148
  • UI components #48 1216
  • SVG #51 1136

Per-task Elo and rank from Design Arena, via OpenRouter’s model feed. The rank is the feed’s, and it counts models OpenRouter does not list.

Capability

Context window204K
Max output176K
Input modestext
Tool useyes
Reasoningalways on
Open weightsUnknown

Provenance

Price sourceopenrouter.ai
Fetched2026-10-06
Quality dataverified

MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent...

Questions this page answers

What does MiniMax M2.7 cost?

$0.300/M in, $1.20/M out in this catalogue, as of the fetch date on this page. That is the API row, not a subscription.

Does MiniMax M2.7 have an independent quality score?

MiniMax M2.7 has an LMArena score in this catalogue.

What beats MiniMax M2.7?

GLM 5.3 Flash has an equal-or-higher measured score and an equal-or-lower price.

Does this page use Artificial Analysis scores for MiniMax M2.7?

No. Artificial Analysis figures are not published here. Quality on this page is LMArena Elo where a score exists; otherwise the row is unrated.

Is the cheapest MiniMax M2.7 endpoint the same product?

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.300/M from AtlasCloud.

MODEL MONUMENT

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MiniMax M2.7 — Undominated.ai dominance verdict

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