MiniMax: MiniMax M2.7
Released Mar 18, 2026Try it on:
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...
Best overall rank
#42
▼ 1 vs 7d ago
Total arena votes
318,710
Across 33 (subset, category) entries
Providers on OR
14
Fireworks + others
First seen
2026-05-08
61 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $0.180
- Output (per 1M)
- $0.720
Capabilities
Modality
text->textContext
205K tokens
Tokenizer
Other
Max output
197K tokens
Moderation
Unmoderated
Hugging Face
Supported 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
Providers
| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Fireworks | fireworks | 197K | $0.300 | $1.20 | 99.82% | - | - | - |
| DeepInfra | deepinfra/fp8 | 197K | $0.250 | $1.00 | 99.78% | - | fp8 | - |
| Groq | groq | 197K | $0.600 | $1.80 | 99.74% | - | - | - |
| SambaNova | sambanova | 197K | $0.600 | $2.40 | 99.73% | - | - | - |
| Together | together/fp4 | 197K | $0.300 | $1.20 | 99.47% | - | fp4 | - |
| Novita | novita/fp8 | 205K | $0.270 | $1.08 | 99.41% | - | fp8 | - |
| Minimax | minimax/fp8 | 205K | $0.300 | $1.20 | 99.34% | - | fp8 | - |
| Minimax | minimax/highspeed | 205K | $0.600 | $2.40 | 99.07% | - | fp8 | - |
| SambaNova | sambanova/minimax-m2.7-dedicated | 197K | $0.300 | $1.50 | 98.60% | - | - | - |
| GMICloud | gmicloud/fp8 | 197K | $0.300 | $1.20 | 96.85% | - | fp8 | - |
| AtlasCloud | atlas-cloud/fp8 | 197K | $0.300 | $1.20 | 96.64% | - | fp8 | - |
| DeepInfra | deepinfra/turbo | 197K | $0.400 | $2.00 | 95.88% | - | fp8 | - |
| Morph | morph | 197K | $0.279 | $1.20 | 93.03% | - | - | - |
| Mara | mara | 197K | $0.180 | $0.720 | 88.57% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #69 | Coding | - | 1480 | 12,217 | |
| #69 | Industry Software And It Services | - | 1470 | 17,235 | |
| #72 | Hard Prompts English | - | 1459 | 13,151 | |
| #72 | Industry Mathematical | - | 1439 | 2,245 | |
| #75 | Spanish | - | 1421 | 1,394 | |
| #76 | Industry Business And Management And Financial Operations | - | 1427 | 8,320 | |
| #80 | Expert | - | 1448 | 3,622 | |
| #82 | English | - | 1437 | 19,260 | |
| #82 | Longer Query | - | 1435 | 16,953 | |
| #82 | Multi Turn | - | 1428 | 7,547 | |
| #86 | Math | - | 1422 | 2,300 | |
| #87 | French | - | 1440 | 1,615 | |
| #87 | Hard Prompts | - | 1443 | 27,253 | |
| #90 | German | - | 1406 | 689 | |
| #90 | Industry Legal And Government | - | 1430 | 3,122 | |
| #93 | Instruction Following | - | 1409 | 13,427 | |
| #94 | Exclude Ties | - | 1406 | 32,161 | |
| #99 | Overall | - | 1417 | 42,368 | |
| #102 | Industry Life And Physical And Social Science | - | 1432 | 6,728 | |
| #102 | Polish | - | 1395 | 920 | |
| #105 | Industry Medicine And Healthcare | - | 1434 | 2,872 | |
| #106 | Chinese | - | 1443 | 2,086 | |
| #111 | Russian | - | 1400 | 4,743 | |
| #112 | Non English | - | 1393 | 23,098 | |
| #113 | Industry Entertainment And Sports And Media | - | 1374 | 8,438 | |
| #113 | Industry Writing And Literature And Language | - | 1385 | 9,731 | |
| #124 | Korean | - | 1329 | 667 | |
| #126 | Creative Writing | - | 1363 | 6,463 | |
| #155 | Japanese | - | 1257 | 418 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #40 | Webdev-react | - | 1392 | 8,058 | |
| #42 | Overall | - | 1396 | 9,230 | |
| #42 | Webdev | - | 1396 | 9,230 | |
| #47 | Webdev-html | - | 1399 | 1,149 |