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
#41
▼ 3 vs 7d ago
Total arena votes
241,625
Across 31 (subset, category) entries
Providers on OR
11
Fireworks + others
First seen
2026-05-08
45 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $0.250
- Output (per 1M)
- $1.00
- Cache Read (per 1M)
- $0.050
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 |
|---|---|---|---|---|---|---|---|---|
| Fireworks | fireworks | 197K | $0.300 | $1.20 | 99.82% | - | - | - |
| Novita | novita/fp8 | 205K | $0.270 | $1.08 | 99.78% | - | fp8 | - |
| DeepInfra | deepinfra/fp8 | 197K | $0.250 | $1.00 | 99.72% | - | fp8 | - |
| Together | together/fp4 | 197K | $0.300 | $1.20 | 99.62% | - | fp4 | - |
| Minimax | minimax/fp8 | 205K | $0.300 | $1.20 | 99.51% | - | fp8 | - |
| DeepInfra | deepinfra/turbo | 197K | $0.500 | $2.25 | 98.86% | - | fp8 | - |
| Minimax | minimax/highspeed | 205K | $0.600 | $2.40 | 98.15% | - | fp8 | - |
| Mara | mara | 197K | $0.300 | $1.20 | 98.06% | - | - | - |
| Morph | morph | 197K | $0.279 | $1.20 | 97.54% | - | - | - |
| SambaNova | sambanova | 197K | $0.600 | $2.40 | 92.79% | - | - | - |
| SambaNova | sambanova/minimax-m2.7-dedicated | 197K | $1.60 | $6.40 | 90.03% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #68 | Coding | - | 1479 | 10,023 | |
| #69 | Industry Mathematical | - | 1440 | 1,885 | |
| #69 | Industry Software And It Services | - | 1469 | 14,132 | |
| #72 | Hard Prompts English | - | 1458 | 10,763 | |
| #75 | Spanish | - | 1418 | 1,073 | |
| #77 | Industry Business And Management And Financial Operations | - | 1423 | 6,842 | |
| #79 | Longer Query | - | 1435 | 13,631 | |
| #81 | Multi Turn | - | 1428 | 6,174 | |
| #82 | English | - | 1435 | 15,763 | |
| #85 | Hard Prompts | - | 1443 | 22,251 | |
| #86 | Expert | - | 1445 | 2,868 | |
| #88 | French | - | 1439 | 1,294 | |
| #88 | German | - | 1407 | 557 | |
| #91 | Exclude Ties | - | 1406 | 26,300 | |
| #91 | Instruction Following | - | 1408 | 10,984 | |
| #93 | Industry Legal And Government | - | 1425 | 2,504 | |
| #94 | Math | - | 1415 | 1,953 | |
| #96 | Overall | - | 1417 | 34,620 | |
| #103 | Chinese | - | 1442 | 1,712 | |
| #107 | Industry Life And Physical And Social Science | - | 1428 | 5,518 | |
| #109 | Industry Entertainment And Sports And Media | - | 1375 | 6,717 | |
| #110 | Industry Medicine And Healthcare | - | 1432 | 2,345 | |
| #110 | Industry Writing And Literature And Language | - | 1385 | 7,848 | |
| #114 | Russian | - | 1395 | 3,918 | |
| #124 | Creative Writing | - | 1364 | 5,162 | |
| #129 | Korean | - | 1323 | 551 | |
| #151 | Japanese | - | 1255 | 293 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #38 | Webdev | - | 1395 | 7,438 | |
| #40 | Webdev-react | - | 1390 | 7,215 | |
| #41 | Overall | - | 1395 | 8,265 | |
| #46 | Webdev-html | - | 1399 | 1,026 |