AI Model Reviewer

Qwen3.8 Max

Alibaba Qwen (via Fireworks). Run in Raw API call.

71 runs on 62 prompts · 83% finished

Results

The best run of each of its 62 tests first, then every other run. Filter them in the explorer

59 finished runs

  • Qwen3.8 Max, Raw API (one-shot): 003 Orbital Coffee LandingLive demo

    003 Orbital Coffee Landing

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): 004 Brick Breaker NeonLive demo

    004 Brick Breaker Neon

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): 005 Focus Timer OrbitLive demo

    005 Focus Timer Orbit

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): 002 Pendulum WaveLive demo

    002 Pendulum Wave

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Artwork style passLive scene

    Artwork style pass

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Retro arcade claw machine with pastel plush prizes (Three.js)Live scene

    Retro arcade claw machine with pastel plush prizes (Three.js)

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Four-stroke engine cutaway: crank, piston and cam-driven valves (Three.js)Live scene

    Four-stroke engine cutaway: crank, piston and cam-driven valves (Three.js)

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Hot air balloon festival over rolling fields (Three.js)Live scene

    Hot air balloon festival over rolling fields (Three.js)

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Mechanical beeLive scene

    Mechanical bee

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Outer-space pinball table with planet bumpers (Three.js)Live scene

    Outer-space pinball table with planet bumpers (Three.js)

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • qwen3p8-max, Raw API (one-shot): Floating pirate island diorama with a cliff cross-section (Three.js)Live scene

    Floating pirate island diorama with a cliff cross-section (Three.js)

    qwen3p8-max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Desk Lamp and Books

    Desk Lamp and Books

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Desert Dunes at Night

    Desert Dunes at Night

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Sales Dashboard Card

    Sales Dashboard Card

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Cyberpunk Alley

    Cyberpunk Alley

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Corgi Catching a Frisbee

    Corgi Catching a Frisbee

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Chalkboard Coffee Lettering

    Chalkboard Coffee Lettering

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Top-Down City Park

    Top-Down City Park

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Circuit Board Close-Up

    Circuit Board Close-Up

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Chessboard Mid-Game

    Chessboard Mid-Game

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Chat Conversation UI

    Chat Conversation UI

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Chameleon on a Branch

    Chameleon on a Branch

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Container Ship

    Container Ship

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

  • Qwen3.8 Max, Raw API (one-shot): Canyon River

    Canyon River

    Qwen3.8 Max

    Raw API (one-shot)

    raw API baseline

Numbers: finish rate, cost, wall time, draft scores
Runs
71
on 62 prompts
Finished
83%
59 of 71
Median cost, finished run
not recorded
n=0
Median wall time, finished run
3m 56s
n=59
Recorded spend
$0
$0 on unfinished runs; 71 without a recorded cost

From the numbers

Set against the other models with at least 3 runs (top or bottom third), and its draft-score ranks within single prompts. Nothing here is averaged across prompts.

Strengths

  • Nothing stands out with enough runs to say so.

Weaknesses

  • 12 runs ended as the model's own failure (DNF, class MODEL)

Best and hardest run

Best run

Picked as its fastest finished run (no scored result yet).

Hardest run

Picked as its slowest finished run.

Draft scores by prompt

No scored result yet (only prompts with a published rubric are scored).

By harness

Raw API call715983%not recorded: no finished run with a recorded cost3m 56s n=59
All 62 tests and experiment collections