MiniMax: MiniMax M2.7 provider comparison

minimax/minimax-m2.7

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...

Endpoints:: 14
Context:: 204.8K
Input:: text
Output:: text

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At a glance

Comparison winners

Based on 1,000 input and 500 output tokens using the latest published median speed data.

Best cost/speed trade-off

MARAmara

$0.48 / 1M tokens

4.53 s estimated response

Cheapest

MARAmara

$0.48 / 1M tokens

$0.00072 for the sample request

Fastest

Groqgroq

1.68 s estimated response

$1 / 1M tokens

Visual comparison

Price and performance charts

Compare published endpoint pricing and estimated response time visually.

Effective price by endpoint

USD per 1 million tokens for input and output. Lower is better.

MARA has the lowest estimated cost for 1,000 input and 500 output tokens at $0.00072.

Estimated cost vs. response time

Based on 1,000 input and 500 output tokens. Cost is shown in USD per 1 million tokens. Lower and further left is better; the single best cost/speed trade-off appears at full opacity.

14 providers have complete pricing and speed data. MARA is closest to the ideal combination of lowest cost and fastest response.

Server-rendered comparison

Provider endpoints

Prompt and completion prices are effective USD per token as published by OpenRouter. Missing speed data never removes an endpoint.

Rank providers by

Endpoint comparison for MiniMax: MiniMax M2.7
Provider / route	Current pricing ↗	Speed measurements	Endpoint details
Provider / route MARA`mara` CheapestBest cost/speed trade-off	Current pricing Input price $0.24 / 1M tokens Output price $0.96 / 1M tokens Sample cost $0.00072 Discount 60.0%	Speed measurements 500-token response 4.53 s Response starts 1.30 s Output speed 155.0 tok/s	Endpoint details Uptime (30 min) 95.24% Context 196.6K Model format unknown Max output 196.6K 13 parameters include_reasoning, logprobs, max_tokens, reasoning, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route DeepInfra`deepinfra/fp8`	Current pricing Input price $0.25 / 1M tokens Output price $1 / 1M tokens Sample cost $0.00075	Speed measurements 500-token response 17.97 s Response starts 0.73 s Output speed 29.0 tok/s	Endpoint details Uptime (30 min) 99.94% Context 196.6K Model format fp8 Max output 131.1K 16 parameters frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_p
Provider / route NovitaAI`novita/fp8`	Current pricing Input price $0.27 / 1M tokens Output price $1.08 / 1M tokens Sample cost $0.00081 Discount 10.0%	Speed measurements 500-token response 15.80 s Response starts 1.91 s Output speed 36.0 tok/s	Endpoint details Uptime (30 min) 100.00% Context 204.8K Model format fp8 Max output 131.1K 14 parameters frequency_penalty, include_reasoning, max_tokens, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_p
Provider / route Morph`morph`	Current pricing Input price $0.279 / 1M tokens Output price $1.2 / 1M tokens Sample cost $0.000879	Speed measurements 500-token response 13.82 s Response starts 1.91 s Output speed 42.0 tok/s	Endpoint details Uptime (30 min) Insufficient recent data Context 196.6K Model format unknown Max output 196.6K 19 parameters frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route GMICloud`gmicloud/fp8`	Current pricing Input price $0.3 / 1M tokens Output price $1.2 / 1M tokens Sample cost $0.0009	Speed measurements 500-token response 12.04 s Response starts 1.40 s Output speed 47.0 tok/s	Endpoint details Uptime (30 min) 97.77% Context 196.6K Model format fp8 Max output N/a 9 parameters include_reasoning, max_tokens, reasoning, response_format, seed, temperature, tool_choice, tools, top_p
Provider / route MiniMax`minimax/fp8`	Current pricing Input price $0.3 / 1M tokens Output price $1.2 / 1M tokens Sample cost $0.0009	Speed measurements 500-token response 10.70 s Response starts 1.08 s Output speed 52.0 tok/s	Endpoint details Uptime (30 min) 97.39% Context 204.8K Model format fp8 Max output 131.1K 8 parameters include_reasoning, max_tokens, reasoning, response_format, temperature, tool_choice, tools, top_p
Provider / route AtlasCloud`atlas-cloud/fp8`	Current pricing Input price $0.3 / 1M tokens Output price $1.2 / 1M tokens Sample cost $0.0009	Speed measurements 500-token response 20.49 s Response starts 1.97 s Output speed 27.0 tok/s	Endpoint details Uptime (30 min) 97.55% Context 196.6K Model format fp8 Max output 196.6K 16 parameters frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_p
Provider / route Fireworks`fireworks`	Current pricing Input price $0.3 / 1M tokens Output price $1.2 / 1M tokens Sample cost $0.0009	Speed measurements 500-token response 3.56 s Response starts 0.49 s Output speed 163.0 tok/s	Endpoint details Uptime (30 min) 97.90% Context 196.6K Model format unknown Max output N/a 17 parameters frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, presence_penalty, reasoning, repetition_penalty, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Provider / route Together`together/fp4`	Current pricing Input price $0.3 / 1M tokens Output price $1.2 / 1M tokens Sample cost $0.0009	Speed measurements 500-token response 3.87 s Response starts 0.47 s Output speed 147.0 tok/s	Endpoint details Uptime (30 min) 100.00% Context 196.6K Model format fp4 Max output N/a 16 parameters frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route SambaNova`sambanova/minimax-m2.7-dedicated`	Current pricing Input price $0.3 / 1M tokens Output price $1.5 / 1M tokens Sample cost $0.00105	Speed measurements 500-token response 3.88 s Response starts 1.15 s Output speed 183.0 tok/s	Endpoint details Uptime (30 min) 97.86% Context 196.6K Model format unknown Max output 196.6K 10 parameters include_reasoning, max_tokens, reasoning, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Provider / route DeepInfra`deepinfra/turbo`	Current pricing Input price $0.38 / 1M tokens Output price $1.7 / 1M tokens Sample cost $0.00123	Speed measurements 500-token response 5.97 s Response starts 1.89 s Output speed 122.5 tok/s	Endpoint details Uptime (30 min) Insufficient recent data Context 196.6K Model format fp8 Max output 131.1K 16 parameters frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, temperature, tool_choice, tools, top_k, top_p
Provider / route Groq`groq` Fastest	Current pricing Input price $0.6 / 1M tokens Output price $1.8 / 1M tokens Sample cost $0.0015	Speed measurements 500-token response 1.68 s Response starts 0.23 s Output speed 346.0 tok/s	Endpoint details Uptime (30 min) 99.62% Context 196.6K Model format unknown Max output 131.1K 9 parameters include_reasoning, max_tokens, reasoning, seed, stop, temperature, tool_choice, tools, top_p
Provider / route MiniMax`minimax/highspeed`	Current pricing Input price $0.6 / 1M tokens Output price $2.4 / 1M tokens Sample cost $0.0018	Speed measurements 500-token response 19.54 s Response starts 1.68 s Output speed 28.0 tok/s	Endpoint details Uptime (30 min) 97.42% Context 204.8K Model format fp8 Max output 131.1K 8 parameters include_reasoning, max_tokens, reasoning, response_format, temperature, tool_choice, tools, top_p
Provider / route SambaNova`sambanova`	Current pricing Input price $0.6 / 1M tokens Output price $2.4 / 1M tokens Sample cost $0.0018	Speed measurements 500-token response 15.72 s Response starts 5.51 s Output speed 49.0 tok/s	Endpoint details Uptime (30 min) Insufficient recent data Context 196.6K Model format unknown Max output 196.6K 9 parameters include_reasoning, max_tokens, reasoning, stop, temperature, tool_choice, tools, top_k, top_p

Endpoint data fetched Jul 15, 2026, 11:17 PM UTC.

MiniMax M2.7 deployment guide

How to choose a MiniMax M2.7 inference provider

MiniMax M2.7 is indexed here as a text model by MiniMax, with 14 provider endpoints from MARA, DeepInfra, NovitaAI, Morph, GMICloud, and others. The comparison preserves each exact OpenRouter routing tag so pricing and performance observations can be connected to the route an application would actually request.

Match the endpoint to the workload

The model publishes a 204.8K-token context window. It accepts text input and returns text output. 19 distinct supported parameters appear across the listed routes. Confirm limits on the specific endpoint rather than assuming every host exposes the same configuration.

Compare the real request economics

MARA currently has the lowest estimated cost for the standard 1,000-input/500-output-token sample at $0.00072. Input-heavy and output-heavy applications can produce a different result, so review both per-million-token prices in the endpoint table.

Balance response start and generation speed

Groq currently has the shortest estimated 500-token response at 1.68 seconds. MARA is the single endpoint closest to the current ideal cost/speed combination. Recent observations can change, so validate finalists with your own prompts.