WINNER
Meshy 6 · quad 300K
Best overall balance of reference fidelity, recognizable hard-surface detail, texture quality, and cleaner topology on both subjects.
IMAGE-TO-3D · TWO-SOURCE BENCHMARK · 26 AUG 2026
Vehicles expose the difference.
Twenty-one downloaded, structurally validated, visually reviewed models across Meshy, Hunyuan, TRELLIS, Rodin, Wonder3D, and TripoSR. Every card points to a durable ForgeMedia model; every task retains provider lineage.
CLOSEST ALTERNATIVES
Rodin Gen-2 + Hunyuan 3D 3.1
Both produced strong cross-provider models. Rodin is much lighter; Hunyuan carries denser geometry and 4K texture output.
IMPORTANT FAILURE
Wonder3D
Both GLBs were structurally valid but visually unrecognizable. Provider success is not deliverable success.
SOURCE 01 · 11 MODELS
Kubota M7-172 tractor
SHA-256 196e6851a8ad7a3cdeb7fe321ab14d9ecc46d32579e28a00e6f21935c3fcf378
EMBEDDED FORGEMEDIA-STYLE VIEWERS
Each result is interactive. Select View in 3D, then drag to orbit, scroll or pinch to zoom, reset the camera, pause rotation, or inspect full screen.
meshy-6
Meshy 6 · quad remesh · 300K
Strong reference fidelity with cleaner topology; preferred comparison winner.
- Triangles
- 592,710
- File
- 46.1 MB
- Textures
- 4
Lineage
01a03e71-f7ab-7302-8609-b40cdc821062ForgeMedia 23672d52-5d4c-4118-b35f-bbaadf498570hyper3d/rodin
Hyper3D Rodin Gen-2 · PBR quad · high
Recognizable, textured cross-provider result with good overall proportions.
- Triangles
- 90,503
- File
- 10.8 MB
- Textures
- 3
Lineage
09dyfc8cahrmr0d07tfrdffm0mForgeMedia 76080670-d22f-450d-9b88-a69d5a5bb44bmeshy-6
Meshy 6 · raw geometry · symmetry auto
High-detail, recognizable hard-surface result; heavy geometry.
- Triangles
- 1,812,746
- File
- 59.2 MB
- Textures
- 4
Lineage
01a03e71-f7b9-776d-8196-b90b3d3349eeForgeMedia d9cc8e24-0e02-4750-9fab-e39df9894b60meshy-6
Meshy 6 · raw geometry · symmetry on
High-detail, recognizable hard-surface result; heavy geometry.
- Triangles
- 1,561,178
- File
- 51.6 MB
- Textures
- 4
Lineage
01a03e71-f7bd-776d-95f3-894abf13b7a7ForgeMedia 1e64ec0a-b5eb-4fec-b6d6-c86c1e487c19meshy-6
Meshy 6 · triangle remesh · 150K
Recognizable and materially lighter; useful delivery candidate.
- Triangles
- 152,769
- File
- 23.1 MB
- Textures
- 4
Lineage
01a03e71-f7b1-7632-9dbc-28cfeb0d9660ForgeMedia 3ac3eb42-fc34-4ffa-bf3c-f38a3139d830tencent/hunyuan-3d-3.1
Tencent Hunyuan 3D 3.1 · PBR · 500K
Recognizable, textured cross-provider result with good overall proportions.
- Triangles
- 499,748
- File
- 53.7 MB
- Textures
- 3
Lineage
zxvvjgxep5rmw0d07svb3afdw8ForgeMedia acb755fe-dc30-43a7-8ad1-1f4e5b9bd227prunaai/hunyuan3d-2
Pruna Hunyuan3D-2 · 200K · quality
Recognizable, but proportions/materials diverge from the reference.
- Triangles
- 200,000
- File
- 7.4 MB
- Textures
- 1
Lineage
engh48adksrna0d07sw992pp40ForgeMedia e467011c-ef68-4d96-8653-3a1880dfa4d2firtoz/trellis
TRELLIS · color + normal · 2048
Recognizable, but proportions/materials diverge from the reference.
- Triangles
- 45,205
- File
- 5.5 MB
- Textures
- 1
Lineage
3yw3zpjx05rna0d07svrzd02m4ForgeMedia 6e5d285c-1461-4405-bbb2-8c49351a8e0afishwowater/trellis2
TRELLIS.2 · 1024 cascade · 500K
Recognizable, but proportions/materials diverge from the reference.
- Triangles
- 458,567
- File
- 23.4 MB
- Textures
- 2
Lineage
8ddqw0h2qhrna0d07svttbrryrForgeMedia 5ff0754a-7418-455a-98db-3953d7d246e0camenduru/tripo-sr
TripoSR · single-image reconstruction
Recognizable reconstruction, but untextured/low-fidelity and unsuitable as a final asset.
- Triangles
- 211,901
- File
- 4.0 MB
- Textures
- 0
Lineage
97wpgvxgj1rna0d07thrzqmw9gForgeMedia 4fba0b50-f869-4aae-8c90-301989eef655adirik/wonder3d
Wonder3D · 3000 steps · background removal
Structurally valid GLB, but subject recognizability and reference fidelity failed.
- Triangles
- 222,668
- File
- 4.2 MB
- Textures
- 0
Lineage
wbdzvaya6srmy0d07swab0s378ForgeMedia 0b58bb8b-b13e-44e8-a1ef-db4fba970d36SOURCE 02 · 10 MODELS
WM rear-loading collection truck
SHA-256 20be67a743d1283d76def5454f9ba68c5c36496fcbd0132b1317a4127295c14d
EMBEDDED FORGEMEDIA-STYLE VIEWERS
Each result is interactive. Select View in 3D, then drag to orbit, scroll or pinch to zoom, reset the camera, pause rotation, or inspect full screen.
meshy-6
Meshy 6 · quad remesh · 300K
Strong reference fidelity with cleaner topology; preferred comparison winner.
- Triangles
- 581,874
- File
- 43.2 MB
- Textures
- 4
Lineage
01a03e7e-c9e7-7a6f-a050-0f2d37c850a3ForgeMedia 59267903-874e-4a07-ab1b-b5570be3d7b9hyper3d/rodin
Hyper3D Rodin Gen-2 · PBR quad · high
Recognizable, textured cross-provider result with good overall proportions.
- Triangles
- 102,953
- File
- 11.4 MB
- Textures
- 3
Lineage
kk1xrtgh69rmy0d07tfvefmqf4ForgeMedia 3764a9d9-1319-49ae-8e59-21444bec83c3meshy-6
Meshy 6 · raw geometry · symmetry auto
High-detail, recognizable hard-surface result; heavy geometry.
- Triangles
- 1,850,626
- File
- 61.9 MB
- Textures
- 4
Lineage
01a03e79-80a5-75e6-b468-ef374befcf60ForgeMedia f1c1ae3f-b245-48eb-9be6-e6ed778be52bmeshy-6
Meshy 6 · raw geometry · symmetry on
High-detail, recognizable hard-surface result; heavy geometry.
- Triangles
- 1,463,858
- File
- 50.0 MB
- Textures
- 4
Lineage
01a03e7e-38db-776d-b8e9-5c6bf75d55ecForgeMedia edde685d-784d-446b-9c82-f0e216442e52meshy-6
Meshy 6 · triangle remesh · 150K
Recognizable and materially lighter; useful delivery candidate.
- Triangles
- 150,009
- File
- 21.4 MB
- Textures
- 4
Lineage
01a03e7f-98e1-714c-a41c-ef9e5c0d4f9dForgeMedia 2367112a-00b9-4247-81ac-a5957f34867ctencent/hunyuan-3d-3.1
Tencent Hunyuan 3D 3.1 · PBR · 500K
Recognizable, textured cross-provider result with good overall proportions.
- Triangles
- 499,426
- File
- 48.7 MB
- Textures
- 3
Lineage
5sd08knaqsrmw0d07t08eqtdbmForgeMedia f78f3cbe-d731-4e85-b7dc-434c329a40dfprunaai/hunyuan3d-2
Pruna Hunyuan3D-2 · 200K · quality
Recognizable, but proportions/materials diverge from the reference.
- Triangles
- 200,000
- File
- 7.8 MB
- Textures
- 1
Lineage
sp5d1sy9nhrna0d07t1svc78mrForgeMedia 27364500-a9d6-4ff9-88bd-a37375aaebd0firtoz/trellis
TRELLIS · color + normal · 2048
Recognizable, but proportions/materials diverge from the reference.
- Triangles
- 26,482
- File
- 5.0 MB
- Textures
- 1
Lineage
gdthd0geydrnc0d07t1tsgw2qgForgeMedia 18d25c1d-fd60-4528-81f2-ea16f97c03adcamenduru/tripo-sr
TripoSR · single-image reconstruction
Recognizable reconstruction, but untextured/low-fidelity and unsuitable as a final asset.
- Triangles
- 138,485
- File
- 2.6 MB
- Textures
- 0
Lineage
m7r5qqnks1rne0d07thrv3m0jcForgeMedia dd36fac3-3c3c-49aa-8c6d-23777cc738e8adirik/wonder3d
Wonder3D · 3000 steps · background removal
Structurally valid GLB, but subject recognizability and reference fidelity failed.
- Triangles
- 216,880
- File
- 4.1 MB
- Textures
- 0
Lineage
fwf80sh3psrmt0d07t28pfkvdcForgeMedia a8a555b3-a6c7-4d32-90fc-71933fef9f2aACCESS BOUNDARIES
What did not run.
Tripo Studio/API
No Tripo Platform key was configured. The actual Tripo-family comparison here is TripoSR on Replicate; it is not presented as a Tripo Studio P1/v3.1 run.
3D AI Studio connector
The hosted connector remained at ChatGPT sign-in, and no 3D AI Studio REST key existed in the shared credential store. Hunyuan/TRELLIS engines were run directly through authenticated Replicate access instead.
WM TRELLIS.2
Prediction 0gm1z7236srne0d07t1ap0bks4 remained in starting without hardware for more than 30 minutes. It is excluded from the completed count and preserved in the manifest.
Review boundary
QA is source-relative visual review from rendered GLBs plus structural inspection. These are AI comparison assets, not OEM engineering geometry or production-approved models.