Glyph Cluster 6.4/100Rank 46/49

STEALTHMARK · HEAD TO HEAD
All comparisons ↗Step 5 Preview leads Glyph Cluster by 20.1 points on StealthMark, 39.0 to 18.9. It leads on 7 of 9 benchmarks, including both games, and Glyph Cluster on 2. Step 5 Preview scores higher on Newton's Mirror, with its largest category advantage in state at 600 ms.
See the difference ↘On every task, result quality and reasoning tokens are each compared with all measured models and weighed equally. Each dot is one model.
BENCHMARK BY BENCHMARK
DATASHEET
Full datasheets, every price and sourceStep 5 Preview ↗
Anticipating threats and planning ahead. 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.


Cooperative planning and learning from experience. 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.


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


Glyph Cluster
Rounded sphere volume, compact colored forms and crimson-below-cyan ordering provide limited agreement. The visible paint does not establish the required interaction history, the sphere and black blob are displaced from the prescribed projection, and most of the defining mirror-room structure is missing or unresolved. The faint reflection echoes earn limited optical credit.
Step 5 Preview
The main sphere, airborne black and small colored features occupy broadly appropriate positions. Most of the defining mirror system is absent, and paint interaction remains only partially supported. The small paint features do not visibly establish a separate volume-scale violation.
| Category | Glyph Cluster | Step 5 Preview |
|---|---|---|
| State at 600 ms | 5.0/25 | 20.0/25 |
| Camera and placement | 3.0/15 | 13.5/15 |
| Reflections | 8.0/120 | 20.0/120 |
| Materials and scale | 3.0/10 | 7.0/10 |
| Floor-damage reward | 0.0/10 | 0.0/10 |
A spinning metal sphere and paint in a mirrored room test physical reasoning, perspective and consistency across repeated reflections.
Visual construction and creative interpretation.


Glyph Cluster
A charming palette and three expressive companions make the concept recognizable. The dominant paper enclosure overwhelms the small group, the plum character lacks a clear brace silhouette, and the cuddle remains difficult to trace. Sparse furnishings, ambiguous folds and generalized shading limit the promised lived-in richness and tactile depth.
Step 5 Preview
A charming diagonal climber and warm palette communicate the central idea. Simple rounded construction, crowded limb counting, uncertain footholds and an unattached upper shelf limit its physical coherence. Growth bands and the yarn trail add specificity, but the requested material distinctions and unravelled bootie remain underdeveloped.
| Category | Glyph Cluster | Step 5 Preview |
|---|---|---|
| Task & likeness | 3.5/10 | 6.0/10 |
| Anatomy & construction | 2.5/10 | 4.5/10 |
| Space & placement | 4.0/10 | 5.0/10 |
| Light & reflections | 3.5/10 | 5.5/10 |
| Purposeful detail | 4.5/10 | 5.5/10 |
| Artistry & character | 3.0/10 | 5.0/10 |
| Materials & effects | 2.0/10 | 6.0/10 |
| Visual integrity | 3.0/10 | 5.0/10 |
Glyph Cluster
Punctuation-shaped companions gather inside a curled paper home. The scene tests expressive silhouettes, close interaction and the coherence of a detailed miniature environment.
Step 5 Preview
Character scenes test expression, anatomy, materials and coherent visual construction.
Precise visual recall and portrait reconstruction.


Glyph Cluster
The portrait has a continuous body silhouette, attached sleeves and hands, and simple landscape depth. Its oversized pale head enclosure nearly erases the expression, while separated fists, ochre clothing and frontal construction weaken Mona Lisa likeness. Sparse detail, flat materials and ambiguous facial layers leave the drawing seriously unresolved.
Step 5 Preview
A recognizable, coherent simplification with purposeful facial contours and differentiated fingers. These provide more construction and detail than the broad silhouette alone suggests. The oversized face, frontal seated pose, unresolved wrists and sparse landscape still substantially limit likeness, depth and finish.
| Category | Glyph Cluster | Step 5 Preview |
|---|---|---|
| Task & likeness | 2.0/10 | 4.0/10 |
| Anatomy & construction | 0.5/10 | 4.0/10 |
| Space & placement | 2.0/10 | 4.0/10 |
| Light & reflections | 1.0/10 | 3.5/10 |
| Purposeful detail | 1.0/10 | 4.0/10 |
| Artistry & character | 0.5/10 | 4.0/10 |
| Materials & effects | 1.0/10 | 3.0/10 |
| Visual integrity | 3.0/10 | 3.5/10 |
An SVG interpretation of the Mona Lisa tests facial likeness, anatomy and the composition of a familiar portrait.
Creativity, perspective and visual beauty.


Glyph Cluster
A cheerful, recognizable beach illustration with playful accessories and mostly clean silhouettes. Sunset colors and soft glow supply atmosphere, but abbreviated anatomy, unexplained airborne animals, weak ground contact and absent water reflections limit physical coherence. Small details add interest without consistently resolving construction or materials.
Step 5 Preview
A recognizable sunset beach with clear warm-cool contrast and playful accessories. Basic animal construction, shallow foreground placement and schematic reflections limit spatial and physical credibility. Sparse descriptive detail and abruptly ended sky bands constrain the finish.
| Category | Glyph Cluster | Step 5 Preview |
|---|---|---|
| Task & likeness | 6.0/10 | 4.0/10 |
| Anatomy & construction | 4.0/10 | 3.0/10 |
| Space & placement | 5.0/10 | 3.5/10 |
| Light & reflections | 4.0/10 | 3.5/10 |
| Purposeful detail | 5.5/10 | 3.0/10 |
| Artistry & character | 4.0/10 | 3.0/10 |
| Materials & effects | 4.0/10 | 3.5/10 |
| Visual integrity | 5.0/10 | 4.0/10 |
A busy shoreline at sunset tests scene composition, animal forms and the relationship between light and water reflections.
Physical reasoning, light and visual reconstruction.


Glyph Cluster
This benchmark has not been assessed yet.
Step 5 Preview
This benchmark has not been assessed yet.
A plank, computer mouse and blueberry in a steel room test physical stability, spatial relationships, materials and lighting.
Scene composition and interacting subjects.


Glyph Cluster
Recognizable animals and clean shapes give the scene charm, but the requested steering action is visibly incomplete. Simplified joints, weak vehicle construction and uncertain water contact limit physical coherence. Flat lighting, sparse functional detail and a small focal group keep the illustration basic despite its tidy edges.
Step 5 Preview
Recognizable animals, a bright palette and identifying accessories support a basic cartoon. Primitive anatomy, partial seated support, unresolved steering and weak hull-water contact limit the central action. Lighting and spray provide atmosphere without establishing convincing physical depth.
| Category | Glyph Cluster | Step 5 Preview |
|---|---|---|
| Task & likeness | 5.0/10 | 4.0/10 |
| Anatomy & construction | 3.0/10 | 4.5/10 |
| Space & placement | 4.0/10 | 3.0/10 |
| Light & reflections | 2.5/10 | 3.5/10 |
| Purposeful detail | 3.5/10 | 4.0/10 |
| Artistry & character | 3.0/10 | 3.5/10 |
| Materials & effects | 3.0/10 | 3.0/10 |
| Visual integrity | 5.5/10 | 3.0/10 |
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.
Subject construction and spatial relationships.


Glyph Cluster
A readable cartoon with open framing, aligned bicycle wheels and modest atmospheric effects. Pelican likeness is approximate, while the narrow neck, crowded feet, absent steering contact and unclear drivetrain weaken the riding action. Clean shapes help presentation, but shallow space and inconsistent shading limit the finish.
Step 5 Preview
The pelican and bicycle are recognizable, with a pleasant palette and basic diffuse shading. The riding relationship fails physically: the bird is unsupported, the front wheel is unmounted, and pedalling is unresolved. Simple geometric construction and sparse material treatment further limit the drawing.
| Category | Glyph Cluster | Step 5 Preview |
|---|---|---|
| Task & likeness | 6.0/10 | 3.0/10 |
| Anatomy & construction | 3.0/10 | 3.0/10 |
| Space & placement | 6.0/10 | 3.0/10 |
| Light & reflections | 3.5/10 | 3.0/10 |
| Purposeful detail | 4.0/10 | 4.0/10 |
| Artistry & character | 3.0/10 | 3.0/10 |
| Materials & effects | 4.5/10 | 3.0/10 |
| Visual integrity | 6.0/10 | 2.0/10 |
A cycling pelican tests anatomy, riding posture and contact between the bird and the bicycle.