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 67.3 points · 55% lower measured price · $0.237 / 1M tokens

Gemma 4 31B is a further stored option with these losses: 131K → 16K max output

Independent LMArena score
1,404.6 ± 3.58 · 69,169 votes
Context window
204.8K
Maximum output
131.07K
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.

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 $0.210/M from GMICloud.

9 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
99.91%
$0.210 $0.840 fp8 99.54%
Maramara
Endpoint terms
Cached input /M
$0.024
Context limit
196,608 tokens
Output limit
176,947 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
60% · already included in these rates
Uptime · last 30 minutes
90.55%
$0.240 $0.960 undeclared 93.24%
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
99.01%
$0.270 $1.08 fp8 99.64%
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
99.58%
$0.300 $1.20 fp8 98.63%
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
99.65%
$0.300 $1.20 fp8 99.48%
DeepInfradeepinfra/turbo
Endpoint terms
Cached input /M
$0.070
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
Unknown
$0.380 $1.70 fp8 87.33%
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
97.27%
$0.600 $2.40 fp8 94.67%
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
100.00%
$0.600 $1.80 undeclared 98.94%
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 99.16%

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

  • dataviz #32of 106 1248
  • website #37of 114 1251
  • codecategories #39of 108 1243
  • gamedev #41of 107 1228
  • asciiart #41of 61 1157
  • 3d #42of 100 1221
  • uicomponent #45of 104 1224
  • svg #47of 76 1157

Capability

Context window205K
Max output131K
Input modestext
Tool useyes
Reasoningalways on
Open weightsUnknown

Provenance

Price sourceopenrouter.ai
Fetched2026-09-23
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 $0.210/M from GMICloud.

MODEL MONUMENT

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