STEALTHMARK · HEAD TO HEAD

All comparisons ↗

MiniMax M3.1 Flash vs MiniMax M3.1 Flash (early version)

MiniMax M3.1 Flash (early version) leads MiniMax M3.1 Flash by 0.9 points on StealthMark, 46.3 to 45.4. It leads on 6 of 9 benchmarks, including both games, and MiniMax M3.1 Flash on 3. MiniMax M3.1 Flash scores higher on Newton's Mirror, with its largest category advantage in reflections.

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All results ↗
Model guide ↗

Overall StealthMark

45.4/100Overall rank 24/50
46.3/100Overall rank 21/50

General Intelligence

35.5/100
36.4/100

Visual Intelligence

62.6/100
66.0/100

BENCHMARK BY BENCHMARK

Where each model leads

  • MiniMax M3.1 Flash
  • MiniMax M3.1 Flash (early version)
  • Other models
  • Median

Planning and learning across maze levels. Collect coins while avoiding ghosts. Ghosts move before the player each turn, and collisions cost a life. 3 levels in sequence, up to 66 turns in total. Earlier moves and outcomes carry forward, testing learning across levels.

MiniMax M3.1 Flash30.7/100Rank 26/43

Survived 1 of 3 levels
Foresight: complete playing field
Level 39 ptsTurn 20 / 20

MiniMax M3.1 Flash (early version)35.8/100Rank 22/43

Survived 0 of 3 levels
Foresight: complete playing field
Level 38 ptsTurn 19 / 20

Points per level

LevelMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Level 1Second Thoughts
6 ptsOut of lives
16 ptsOut of lives
Level 2Pressure Pot
5 ptsOut of lives
6 ptsOut of lives
Level 3Hide or Flight
9 ptsSurvived
8 ptsOut of lives

Cooperative planning across puzzle levels. Coordinate two robots to push numbered cores onto matching sockets. Pressure plates hold doors open; moving either robot uses one turn. 5 levels in sequence, up to 152 turns in total. Earlier moves and outcomes carry forward, testing learning across levels.

MiniMax M3.1 Flash21.9/100Rank 34/45

Cleared 2 of 5 levels
Latch: complete playing field
Level 517.2 ptsTurn 24 / 40

MiniMax M3.1 Flash (early version)34.4/100Rank 29/45

Cleared 3 of 5 levels
Latch: complete playing field
Level 512.6 ptsTurn 17 / 40

Points per level

LevelMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Level 1Hold the door
5.2 ptsCleared
5 ptsCleared
Level 2Crossfeed
8.6 ptsClearedFinished early · 1 beacon left
9 ptsCleared
Level 3Relay vault
5 ptsOut of turns
16.2 ptsClearedFinished early · 3 beacons left
Level 4Passing bay
4.4 ptsFinished early
10.4 ptsFinished early
Level 5Second thoughts
17.2 ptsFinished early
12.6 ptsFinished early

Newton's Mirror

Same task instructions

Physics, perspective and recursive reflections, tested together. Explore the test ↗

MiniMax M3.1 Flash (early version)28.5/100Rank 26/50

Space Bunny Alpha: Newton's Mirror SVG benchmark
29 Sep onwardResult details ↗

The judgment

MiniMax M3.1 Flash

The sphere placement, separate airborne black blob, recent cyan contact and elongated crimson aftermath support the required gross physical state. The reflection system remains severely incomplete: isolated side images, broad metallic bands and sparse light patches replace extensive mirror repetitions and curved nested imagery.

MiniMax M3.1 Flash (early version)

Visible panel shapes, curved sphere highlights, rounded side images and a lower continuation beneath the large left image establish recognizable local mirror structure. Their uneven arrangement, missing receding chains and absent nested imagery remain substantial shortcomings. The main sphere's framing is close, but black lacks projected separation and cyan does not establish recent apex contact.

Score breakdown

CategoryMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
State at 600 ms20.0/2515.0/25
Camera and placement10.0/159.0/15
Reflections24.0/12015.5/120
Materials and scale8.0/108.5/10
Floor-damage reward0.0/100.0/10

Benchmark task

A spinning metal sphere and paint in a mirrored room test physical reasoning, perspective and consistency across repeated reflections.

Selfie

Different task instructions

Visual construction and creative interpretation.

MiniMax M3.1 Flash (early version)78.9/100Rank 3/50

Space Bunny Alpha: Selfie SVG benchmark
29 Sep onwardResult details ↗

The judgment

MiniMax M3.1 Flash

The sculptural M, confident grin and miniature theatrical pose closely fulfill the brief. Controlled gradients and clean shapes give the character volume and appeal. Moderate drawing complexity, an apparently separated shoe and ambiguous grounding limit the finish.

MiniMax M3.1 Flash (early version)

The expressive rabbits, lavender moon and diagonal ring create an appealing storybook composition with nearly all requested features. Glossy eyes and pearly highlights work well. The helmet leaves the towering ears unenclosed, the reaching arm has little joint definition, and the spread boots suggest hovering more clearly than pushing off. Repeated scalloped fur marks and broad gradients limit material depth; purple edge halos soften otherwise controlled silhouettes.

Score breakdown

CategoryMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Task & likeness7.5/108.5/10
Anatomy & construction6.0/107.5/10
Space & placement7.0/107.5/10
Light & reflections6.0/108.0/10
Purposeful detail5.0/108.0/10
Artistry & character6.0/108.0/10
Materials & effects7.0/107.5/10
Visual integrity6.0/108.0/10

Benchmark task

MiniMax M3.1 Flash

A small robot with an oversized angular head presents a glowing object. The scene tests character proportions, gesture and contrasting materials.

MiniMax M3.1 Flash (early version)

An astronaut rabbit reaches for a carrot above a small moon while a younger companion peeks into view. The scene tests expressive characters, spatial relationships and material detail.

Mona Lisa

Different task instructions

Precise visual recall and portrait reconstruction.

MiniMax M3.1 Flash (early version)49.9/100Rank 12/50

Space Bunny Alpha: Mona Lisa SVG benchmark
29 Sep onwardResult details ↗

The judgment

MiniMax M3.1 Flash

A coherent decorative portrait combines layered hair, garment contours, linked trim and atmospheric scenery. These provide meaningful drawing complexity, but likeness remains limited by the frontal elongated face and altered clothing. Compressed hands, abrupt facial shading and cluttered local edges leave the portrait uneven.

MiniMax M3.1 Flash (early version)

The dark clothing, folded hands and muted landscape make the reference recognizable. Replication is limited by the broad frontal face, oversized head, explicit smile and simplified landscape. Arms connect coherently, but overlapping hands lack convincing finger construction. Soft gradients suggest volume and atmospheric depth; clothing folds and facial features remain schematic.

Score breakdown

CategoryMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Task & likeness4.0/104.5/10
Anatomy & construction4.5/105.0/10
Space & placement5.5/105.5/10
Light & reflections4.5/106.0/10
Purposeful detail5.5/104.0/10
Artistry & character6.0/105.0/10
Materials & effects5.5/104.5/10
Visual integrity5.5/105.5/10

Benchmark task

An SVG interpretation of the Mona Lisa tests facial likeness, anatomy and the composition of a familiar portrait.

Beach

Different task instructions

Creativity, perspective and visual beauty.

MiniMax M3.1 Flash (early version)67.8/100Rank 20/50

Space Bunny Alpha: Beach SVG benchmark
29 Sep onwardResult details ↗

The judgment

MiniMax M3.1 Flash

A controlled, detailed beach illustration with expressive animals, coherent depth and accomplished foliage and accessory drawing. Its warm palette and varied contours sustain visual interest. Simplified anatomy and object volumes limit physical conviction, while reflection streaks crossing dry-looking sand and generic shadows weaken the lighting.

MiniMax M3.1 Flash (early version)

A cheerful, coherent beach illustration with a strong sunset focal point, varied animals and readable small accessories. Connected flamingo legs and grounded foreground objects support the scene. Construction remains schematic, especially the airborne marine animal; its jump lacks clear water displacement. The sun reflection is effective but geometrically rigid, while shadows and material textures provide limited depth.

Score breakdown

CategoryMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Task & likeness8.5/108.5/10
Anatomy & construction7.0/106.0/10
Space & placement7.5/106.0/10
Light & reflections6.0/107.0/10
Purposeful detail8.0/106.5/10
Artistry & character6.5/106.5/10
Materials & effects6.5/106.0/10
Visual integrity7.5/107.5/10

Benchmark task

A busy shoreline at sunset tests scene composition, animal forms and the relationship between light and water reflections.

Ground Truth

Same task instructions

Physical reasoning, light and visual reconstruction.

MiniMax M3.1 Flash (early version)42.7/100Rank 20/50

Space Bunny Alpha: Ground Truth SVG benchmark
29 Sep onwardResult details ↗

The judgment

MiniMax M3.1 Flash

This benchmark has not been assessed yet.

MiniMax M3.1 Flash (early version)

This benchmark has not been assessed yet.

Benchmark task

A plank, computer mouse and blueberry in a steel room test physical stability, spatial relationships, materials and lighting.

Raccoon

Different task instructions

Scene composition and interacting subjects.

The judgment

MiniMax M3.1 Flash

An expressive, coherent cartoon clearly demonstrates the requested riding and steering relationship. Layered animal shapes, readable vehicle depth and purposeful facial details support its drawing quality. Ambiguous grips, sparse cast shadows and simplified material responses limit physical precision.

MiniMax M3.1 Flash (early version)

The raccoon clearly rides on the dog's back, and the dog's paws reach a connected steering assembly. Expressive faces, controlled outlines and layered mountains make an appealing illustration. The seated anatomy and hull geometry are simplified, while the sunset has little corresponding reflection or directional shading. Curved spray conveys motion, although several splash ribbons look decorative.

Score breakdown

CategoryMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Task & likeness9.0/108.5/10
Anatomy & construction8.0/107.5/10
Space & placement8.0/108.0/10
Light & reflections6.0/107.0/10
Purposeful detail7.5/108.0/10
Artistry & character7.5/108.0/10
Materials & effects7.0/107.5/10
Visual integrity8.0/108.5/10

Benchmark task

A jet-ski scene pairs a canine driver with a raccoon passenger. It tests the placement and contact of interacting subjects, along with vehicle construction.

Pelican

Different task instructions

Subject construction and spatial relationships.

MiniMax M3.1 Flash (early version)73.8/100Rank 13/50

Space Bunny Alpha: Pelican SVG benchmark
29 Sep onwardResult details ↗

The judgment

MiniMax M3.1 Flash

A controlled coastal illustration with a clear pelican silhouette, detailed wheels and accomplished feather and bill drawing. Continuous body construction and grounded wheels support the scene. Ambiguous leg, pedal and steering contacts weaken the riding mechanics; approximate directional lighting and simplified materials limit physical conviction.

MiniMax M3.1 Flash (early version)

The large pouched bill clearly identifies the pelican, and the balanced bicycle silhouette makes the action readable. Attached legs reach the crank area, but overlapping feet and crank lines leave pedal contact ambiguous. Consistent wheel scale, clean contours and a restrained coastal palette support an appealing composition. Lighting and surface treatment remain simple and mostly flat.

Score breakdown

CategoryMiniMax M3.1 FlashMiniMax M3.1 Flash (early version)
Task & likeness8.5/109.0/10
Anatomy & construction6.5/107.0/10
Space & placement8.0/108.0/10
Light & reflections7.0/106.5/10
Purposeful detail7.5/107.0/10
Artistry & character6.5/106.0/10
Materials & effects7.0/106.5/10
Visual integrity6.5/108.5/10

Benchmark task

A cycling pelican tests anatomy, riding posture and contact between the bird and the bicycle.