
Real head-to-head · same prompt, one shot
Claude Fable 5 vs Qwen 3.8
The newest Anthropic model — first Mythos-class made generally available. vs Alibaba's 2.4T flagship — benched through Qoder.
Head-to-head verdict: Qwen 3.8 wins 20–12 with 6 ties.
What I tested — same prompt, two models
I run the same fixed prompt set through every new model the day it drops — same string, one shot, single HTML file out — and I score the result 0–10 on whether it ran, how close it hit the brief, and how good it looked. Below is what came out when I gave the exact same prompts to Claude Fable 5 and Qwen 3.8, side by side, on 38 shared tasks inside the Agent Operating System.
Both models were given identical prompts inside the Agent Operating System — no help, no iteration, no "best of N" tricks. I run each prompt once, save the HTML file the model produces, and score it 0–10 on whether it ran, how close it hit the brief, and how good it looked. The scoring is mine. The verdicts below are pulled from my source comparison guides at agentos.guide where I publish every score and the reasoning behind it.
Claude Fable 5 · Selected from Agent OS for the highest-stakes work — it replaced Opus 4.8 as the safety net on hard prompts. Its four core 3D games were rebuilt to showcase quality with the threejs-game-director skill, lifting the full 42-task bench to 8.14 avg — the #1 solo model, behind only the Fusion and MoA ensembles.
Qwen 3.8 · Benched on GoldieBench via the Qoder CLI (`qoder-qwen`, model Qwen3.8-Max-Preview) — the only door while it has no public API. Non-game tasks are one-shot like the rest of the field. GAME tasks run in Qoder's real AGENT mode: skill-infused build, then up to 2 QA fix rounds where a vision judge + live console errors are fed back and Qwen 3.8 edits its own file (it took crypt from a black-screen 3.0 to a torch-lit 7.8). Scored on a mid-play frame by the same Opus judge as everyone else. This is a partial run — the full 50-task card replaces it when the batch completes.
Side-by-side on 50 shared tasks
Click any cell to play that model's actual one-shot attempt. Medals are derived from my 0–10 scores per task (highest = 🥇, second = 🥈, third = 🥉).
Task ↓
Claude Fable 5
Qwen 3.8
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Where Claude Fable 5 beat Qwen 3.8
The tasks where I gave Claude Fable 5 a higher 0–10 score on the same prompt — with the actual commentary from my source guides.
Nordiccrypt
Game
Claude Fable 5 7.8
·
Qwen 3.8 6.4
(+1.4)
What I saw: Strong atmospheric first-person crypt with convincing stone-block walls, warm torch glow, vignette, and clean rune-styled title; the huge foreground flame sprite reads slightly like an over-bright blob and the scene feels a touch empty/generic corridor rather than a rich explorab…
Game
Game
Claude Fable 5 7.8
·
Qwen 3.8 6.5
(+1.3)
What I saw: Clean 3D neon arena renders well with polished glowing walls, floating gold orbs, red chasers, and complete mechanics (score/lives/invuln/restart), but it's a fairly familiar collect-and-dodge concept that lands just short of the field's best.
Crypt
Game
Claude Fable 5 8.8
·
Qwen 3.8 7.8
(+1.0)
What I saw: AAA rebuild via the threejs-game-director skill transforms it into a real torch-lit crawler: warm-lit cracked-stone walls, a stone sarcophagus, a flaming torch held in first-person, scattered rubble and soul-gem pickups, drifting dust, and a cohesive HUD (vitality, objective + di…
Doom
Game
Claude Fable 5 8.1
·
Qwen 3.8 7.4
(+0.7)
What I saw: Iterated rebuild lands a complete DOOM-style raycaster: textured corridor walls with correct perspective, a gun and crosshair, a visible demon enemy, an HP/kills/wave HUD and a live minimap tracking monsters. Move, turn, strafe and shoot all respond (verified) — a convincing, pla…
Dogfight
Game
Claude Fable 5 7.4
·
Qwen 3.8 6.8
(+0.6)
What I saw: Renders cleanly with a solid 3D scene—chase-cam plane, clouds, mountains, HUD, health bar and crosshair all present and on-brief. But no enemies visible in the shot and the plane looks slightly low/generic; competent and shippable yet not distinctive enough to top the field.
Where Qwen 3.8 beat Claude Fable 5
The tasks where I gave Qwen 3.8 a higher 0–10 score on the same prompt — with the actual commentary from my source guides.
Fireworks
Visual
Qwen 3.8 9.0
·
Claude Fable 5 7.2
(+1.8)
· harbor skyline fireworks
What I saw: Gorgeous multi-burst scene with dense sparks, long flowing trails, hue-tinted flashes, and a full city skyline with lit windows plus mirrored water reflections — the teal/magenta glow band and shimmer sell the harbor atmosphere. Strong interactivity (click/tap + auto-fire) and va…
Landing
Page
Qwen 3.8 8.4
·
Claude Fable 5 7.2
(+1.2)
· living freight map
What I saw: Strong cohesive freight/logistics theme with polished dark-teal palette, mono typography, animated departures board (in source) and a confident gradient headline; the visible screenshot is a features section rather than the hero, and the faint globe/route background reads a touch…
Gtadrive
Game
Qwen 3.8 8.6
·
Claude Fable 5 7.5
(+1.1)
· Dusk City Cruiser
What I saw: Gorgeous dusk-lit voxel city with a polished HUD (stars, health/car bars, minimap, cash, cops-down) and visible traffic plus a well-modeled player car with drive-by crosshair; the atmospheric skybox, shadows, and complete GTA feature set (jack cars, wanted stars, cop combat) push…
Orbit
Sim
Qwen 3.8 8.6
·
Claude Fable 5 7.6
(+1.0)
· Cinematic N-body
What I saw: Stunning render — glowing central star with 371 orbiting bodies, colorful nebulae, and dust lanes create a genuinely cinematic gravitational field, backed by real N-body physics with softening and live telemetry. Polished 'Flight Deck' controls (gravity/time sliders, trails, burs…
Aipbpromo
Page
Qwen 3.8 8.4
·
Claude Fable 5 7.5
(+0.9)
· cinematic promo reel
What I saw: The cold-open scene renders beautifully — massive Bebas Neue headline with gold 'NO OFF HOURS' accent, typed monospace line, HUD framing, film grain and timeline bar all read as a polished Remotion-style reel; source confirms a full 4-scene timeline with animated count-up stats, …
Strengths & weaknesses I logged
Claude Fable 5
Strengths
- Now the top SOLO model on this bench — 8.14 avg, #3 overall, edging Grok (8.13); only the Fusion (8.60) and Hermes MoA (8.38) ensembles rank higher
- 15 medals across 42 tasks (5 gold, 2 silver, 8 bronze) — shader/GPU physics is its superpower (Cornell-box path tracer 8.7, black-hole lensing 8.7, synthwave outrun 8.7)
- Its four core 3D games (crypt, skyrim, twilightvale, voxelcraft) rebuilt to showcase quality with the threejs-game-director skill — authored heroes, layered worlds, PBR materials, cohesive HUDs, all 8.8–9.0
- Beats Opus 4.8 head-to-head on the majority of tasks; tops external SWE-bench Verified at 95.0% in Julian's three-dragons writeup
Trade-offs
- Its hardest one-shots (crypt, twilightvale) black-screened on three.js r128 API drift — the scored builds are agentic rebuilds, not the raw first pass, and crypt's AAA rebuild needed a one-line emissive patch
- The showcase ceiling shown here needs the threejs-game-director scaffolding baked into the prompt — a bare one-shot lands lower (7.72 avg)
- Premium $10/$50 per-M pricing — you're paying for reasoning depth; cheaper models stay competitive on pure one-shot visuals
Qwen 3.8
Strengths
- Skyrim-style open worlds — the Dragon Realm build rendered a lit snowfield, first-person sword and working roaming enemies (7.8)
- Held up across game genres early — voxel sandbox and Doom raycaster both came out shippable
- Runs as a real agentic coder inside Qoder (writes + iterates on files), not just a chat model
Trade-offs
- Torch-lit dungeon (crypt) came out generic (6.3); one open-world RPG one-shot black-screened (twilightvale 2.5) — classic three.js r128 API drift
- Preview is Qoder / Token-Plan only — no OpenRouter or public API, so it can't be routed into an app the way the OpenRouter models can
Pricing & context — the spec sheet
| Spec | Claude Fable 5 | Qwen 3.8 |
|---|---|---|
| Vendor | Anthropic | Alibaba |
| Context window | 200,000 tokens (1M with extended thinking) | Served through Alibaba's Qoder agent platform; the 3.8-Max preview has no standalone public context window yet. |
| Price | $10 / $50 per M tokens | Qoder plan |
| Pricing detail | Released alongside Mythos 5 on June 9, 2026 as the publicly-available member of the new Mythos class. Premium per-token pricing on the Anthropic API; available everywhere Opus 4.8 ships. | Qwen3.8-Max-Preview is Alibaba's ~2.4T-parameter flagship, positioned just behind Claude Fable 5. It is NOT on OpenRouter or a public API yet — the only access today is inside Qoder (Alibaba's agentic coding platform, free 2-week Pro trial). Benched here via the Qoder CLI on model `Qwen3.8-Max-Preview`, one-shot. |
| Release | 2026-06-09 | 2026-07 |
| Bench coverage | 47/47 scored · avg 8.10/10 | 41/41 scored · avg 8.22/10 |
The verdict — which should you pick?
Across 38 scored shared tasks, the averages are essentially tied — Claude Fable 5 8.12 vs Qwen 3.8 8.24. This isn't the comparison where one wins; it's the comparison where you pick based on context, pricing, and what you're actually trying to ship.
If you only run one of these inside your stack, the head-to-head average above is the call. If you can run both, my honest play is to wire Claude Fable 5 and Qwen 3.8 both into the Agent Operating System and dispatch each from the kanban by task type — mission-critical one-shot builds where you want anthropic's newest reasoning → Claude Fable 5, one-shot 3d game and world prototypes where atmosphere matters → Qwen 3.8. That's the same setup I run for the 4,000+ founders inside the AI Profit Boardroom.
FAQ — Claude Fable 5 vs Qwen 3.8
Which is better, Claude Fable 5 or Qwen 3.8?
On Goldie Bench, Claude Fable 5 averages 8.12/10 across the shared tasks, with 4 gold, 2 silver, 1 bronze overall. Qwen 3.8 averages 8.24/10, with 10 gold, 9 silver, 5 bronze. Qwen 3.8 wins the head-to-head 20–12.
How much does Claude Fable 5 cost vs Qwen 3.8?
Claude Fable 5: Released alongside Mythos 5 on June 9, 2026 as the publicly-available member of the new Mythos class. Premium per-token pricing on the Anthropic API; available everywhere Opus 4.8 ships. Qwen 3.8: Qwen3.8-Max-Preview is Alibaba's ~2.4T-parameter flagship, positioned just behind Claude Fable 5. It is NOT on OpenRouter or a public API yet — the only access today is inside Qoder (Alibaba's agentic coding platform, free 2-week Pro trial). Benched here via the Qoder CLI on model `Qwen3.8-Max-Preview`, one-shot.
What's the context window for Claude Fable 5 vs Qwen 3.8?
Claude Fable 5 has a 200,000 tokens (1M with extended thinking) context window. Qwen 3.8 has a Served through Alibaba's Qoder agent platform; the 3.8-Max preview has no standalone public context window yet. context window.
When should I pick Claude Fable 5 over Qwen 3.8?
Pick Claude Fable 5 for: Mission-critical one-shot builds where you want Anthropic's newest reasoning; Long-context work using extended thinking up to 1M tokens; Plan-heavy multi-step tasks where intelligence in the plan matters more than the build. The trade-off is the weaknesses we logged on the bench: Its hardest one-shots (crypt, twilightvale) black-screened on three.js r128 API drift — the scored builds are agentic rebuilds, not the raw first pass, and crypt's AAA rebuild needed a one-line emissive patch; The showcase ceiling shown here needs the threejs-game-director scaffolding baked into the prompt — a bare one-shot lands lower (7.72 avg); Premium $10/$50 per-M pricing — you're paying for reasoning depth; cheaper models stay competitive on pure one-shot visuals.
When should I pick Qwen 3.8 over Claude Fable 5?
Pick Qwen 3.8 for: One-shot 3D game and world prototypes where atmosphere matters; Anyone already in the Qoder IDE/CLI wanting a near-frontier model free on the Pro trial; A cheaper stand-in for Fable 5 on creative-visual builds. The trade-off is the weaknesses we logged on the bench: Torch-lit dungeon (crypt) came out generic (6.3); one open-world RPG one-shot black-screened (twilightvale 2.5) — classic three.js r128 API drift; Preview is Qoder / Token-Plan only — no OpenRouter or public API, so it can't be routed into an app the way the OpenRouter models can.
How does Goldie Bench score Claude Fable 5 vs Qwen 3.8?
Every demo on this page was built by Julian Goldie inside the Agent Operating System — same fixed prompt for both models, one shot, single HTML file out. Each result gets a 0–10 score on whether it ran, how close it hit the brief, and how good it looked. The highest score on each task gets gold; second gets silver; third gets bronze. See methodology for full provenance.
Related comparisons
Other head-to-heads using the same scoring system:
Claude Fable 5 vs Fusion Qwen 3.8 vs Fusion Claude Fable 5 vs Hermes MoA Qwen 3.8 vs Hermes MoA Claude Fable 5 vs GPT-5.6 Sol Qwen 3.8 vs GPT-5.6 Sol Claude Fable 5 vs Grok Qwen 3.8 vs GrokFull model pages: Claude Fable 5 · Qwen 3.8 · back to the leaderboard
The same stack Julian uses
Run this stack yourself.
Every demo on this bench was built inside the Agent Operating System — one prompt, one shot, single HTML file out. The Agent OS, the prompts, the templates, the weekly walkthroughs and 4,000+ founders shipping with it every day all live inside the AI Profit Boardroom.
4,000+founders
258documented wins
38countries
$59/momonthly














































