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
#34
Across all subsets · overall
Total arena votes
162,139
Across 31 (subset, category) entries
Providers on OR
9
Mara + others
First seen
2026-05-08
26 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $0.279
- Output (per 1M)
- $1.20
Capabilities
Modality
text->textContext
205K tokens
Tokenizer
Other
Max output
131K 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 |
|---|---|---|---|---|---|---|---|---|
| Mara | mara | 197K | $0.600 | $2.40 | 99.89% | - | - | - |
| Novita | novita/fp8 | 205K | $0.300 | $1.20 | 99.88% | - | fp8 | - |
| Together | together/fp4 | 197K | $0.300 | $1.20 | 99.76% | - | fp4 | - |
| Fireworks | fireworks | 197K | $0.300 | $1.20 | 99.63% | - | - | - |
| Minimax | minimax/fp8 | 205K | $0.300 | $1.20 | 99.46% | - | fp8 | - |
| SambaNova | sambanova | 197K | $0.600 | $2.40 | 99.05% | - | - | - |
| Morph | morph | 197K | $0.279 | $1.20 | 97.37% | - | - | - |
| SambaNova | sambanova/minimax-m2.7-dedicated | 197K | $0.400 | $1.60 | 95.97% | - | - | - |
| Minimax | minimax/highspeed | 205K | $0.600 | $2.40 | 95.71% | - | fp8 | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #64 | Industry Software And It Services | - | 1467 | 9,343 | |
| #65 | Coding | - | 1475 | 6,572 | |
| #66 | Spanish | - | 1423 | 737 | |
| #67 | Industry Mathematical | - | 1439 | 1,242 | |
| #72 | Expert | - | 1448 | 1,911 | |
| #72 | Industry Business And Management And Financial Operations | - | 1422 | 4,570 | |
| #76 | Hard Prompts English | - | 1451 | 6,947 | |
| #78 | French | - | 1440 | 803 | |
| #80 | English | - | 1432 | 10,475 | |
| #80 | Multi Turn | - | 1423 | 4,130 | |
| #83 | Longer Query | - | 1429 | 8,393 | |
| #86 | Hard Prompts | - | 1438 | 14,569 | |
| #87 | Instruction Following | - | 1406 | 7,143 | |
| #87 | Math | - | 1415 | 1,378 | |
| #93 | German | - | 1396 | 393 | |
| #95 | Industry Legal And Government | - | 1418 | 1,690 | |
| #96 | Exclude Ties | - | 1400 | 17,205 | |
| #96 | Overall | - | 1413 | 23,278 | |
| #104 | Chinese | - | 1437 | 1,180 | |
| #105 | Industry Life And Physical And Social Science | - | 1421 | 3,735 | |
| #105 | Russian | - | 1396 | 2,660 | |
| #111 | Industry Entertainment And Sports And Media | - | 1368 | 4,281 | |
| #112 | Industry Medicine And Healthcare | - | 1424 | 1,539 | |
| #114 | Industry Writing And Literature And Language | - | 1378 | 5,089 | |
| #125 | Creative Writing | - | 1356 | 3,320 | |
| #127 | Korean | - | 1322 | 399 | |
| #151 | Japanese | - | 1243 | 184 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #32 | Webdev-react | - | 1395 | 5,523 | |
| #34 | Overall | - | 1401 | 6,332 | |
| #34 | Webdev | - | 1401 | 6,332 | |
| #35 | Webdev-html | - | 1412 | 786 |