MiniMax M3.1 Flash review navigator
Official benchmarks, independent analysis, and community reports about MiniMax M3.1 Flash, clearly separated from Tabbit's own testing.
Media
4 source-checked resourcesMiniMax M3.1 Flash: Official Benchmarks, Cost, and Availability
MiniMax says M3.1 Flash is designed for Agent, coding, Computer Use, and cybersecurity tasks. The launch-page table lists DeepSWE v1.1 at 73.7%, OSWorld 2.0 at 61.7, and CyberGym at 82.2, with API pricing of $0.15 per 1 million input tokens, $0.60 per 1 millio.
Artificial Analysis Independent Benchmark: A Snapshot of MiniMax-M3.1-Flash's Intelligence, Speed, and Cost
The current Artificial Analysis page gives MiniMax-M3.1-Flash the following snapshot: an Intelligence Index v4.3.2 score of 43, an output speed of 93.1 tokens/s, a TTFT of 1.39 s, and an Intelligence Index task cost of $0.22; the model ranks fourth among 173 c.
Vals AI Task Benchmarks and Cost: A Capability Snapshot of MiniMax-M3.1-Flash
The current Vals AI page shows MiniMax-M3.1-Flash with an overall Vals Index score of 53.78% ± 1.07, ranked 15/23, and also lists seven component benchmarks. The page's update note says that the evaluation used Vals Index v2.2, the official MiniMax API, temper.
Plotly Data Analytics Benchmark: MiniMax M3.1 Flash Scores and Cost
On Plotly's 43-question data analytics exam, MiniMax M3.1 Flash answered 41 questions correctly (95%) and found all 5 hidden patterns embedded in the data. At MiniMax's list prices, a complete exam cost $4.09, but the model's median time per question was 3 min.
Community
7 source-checked resourcesArena WebDev: Human Preference Evaluation of MiniMax M3.1 Flash
Arena.ai says that MiniMax-M3.1-Flash entered the open-model rankings at No. 12 and the overall rankings at No. 32 in Code Arena: WebDev with a score of 1588. That is 106 points higher than MiniMax-M3’s 1482. This is a snapshot of human preference rankings for.
Reddit r/opencode: MiniMax M3.1 Flash (Space Bunny) — Divergent Benchmarks and Real-World Coding Feedback
The post reposted a benchmark table for MiniMax M3.1 Flash without providing an independent testing method. The visible comments, however, show a clear split: users of MiniMax's official 3.1 Flash Preview gave positive comparisons, while users of Space Bunny o.
Parallel Search Leaderboard: MiniMax M3.1 Flash's Search Efficiency and Cost
On the Parallel Search (fast) search-efficiency leaderboard, MiniMax M3.1 Flash scored 68.8 at a cost of $43.8 per 1,000 tasks, close to DeepSeek V4.1 Flash (1017)'s 68.9, at about 35% of the latter's cost. The result depends on the Parallel Search tool and ca.
J A Z I I: Early Impressions of MiniMax M3.1 Flash for Coding and Computer Use
After using MiniMax M3.1 Flash for several hours, J A Z I I considered it a clear improvement over M3, with particularly strong performance in Computer Use and Three.js. However, it was prone to hallucinating and carrying out unrequested actions at xhigh or ma.
MiniMax M3.1 Flash Free: Field Report on Overthinking and an Unfinished Long Task
LOLCaspar reports that when using minimax-m3.1-flash-free in Hermes and T3, two or three simple tasks involved prolonged reasoning; one session screenshot shows the model generating approximately 115,900 reasoning tokens in the latter half, about 16 times the .
X: A Firsthand Look at MiniMax M3.1 Flash in a Peacock SVG Test
In his own peacock SVG test, Sahil Panhotra said MiniMax M3.1 Flash produced a complete children's cartoon with decent animation and a good-looking bicycle and colors, but the peacock's legs looked like sticks, one wing turned into an arm, and the tail barely .
MiniMax M3.1 Flash: Divergent Roleplay Experiences in the SillyTavern Community
The post reports sharply divided RP feedback: in a four-model SFW blind test, one user rated M3.1 Flash the worst, saying its output was full of clichés and felt like an AI assistant; another user, working with a specific preset, reported better multi-characte.
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Official benchmarks, independent analysis, and community reports about MiniMax M3.1 Flash, clearly separated from Tabbit's own testing.