AI Model Reviewer

DeepSeek V4.1 Flash in dsh 0.1.5-rc.3

skills off

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DeepSeek V4.1 Flash's output for Isometric SVG town with sprite sheet

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DeepSeek V4.1 Flash's SVG for Isometric SVG town with sprite sheet

Showing a WebP render of the 424 KB SVG so the page loads fast; zooming loads the SVG itself.

OKIsometric SVG town with sprite sheetmax effortHome harness

Wall time 16m 20sCost $0.32 estimated9.5/10 · Draft score — stored total; criterion breakdown unavailable

Open the SVG filePoster render (WebP)

Review

Rich isometric river village on a floating earth slab: many building types defined in <defs> and reused (121 <use>), correct back-to-front ordering, lanes, orchards, farms, animals, a stone arch bridge and a wooden footbridge, and a waterfall off the edge, all in one consistent storybook palette. Small oddities: a lighthouse and a round stone tower stand at the river bank, and the jetties are slightly cluttered.

Verdict by the AI judge (provisional).

The full review

OK. Finished on its own after 16.3 min and produced town.svg.

Bugs

  • lighthouse/tower placed oddly by a small river
  • jetties slightly cluttered

Scores

AI judge

9.5/10

Draft score — stored total; criterion breakdown unavailable

Visitor votes and reviewer grades are not available yet.

Draft score — stored total; criterion breakdown unavailable. the per-criterion marks could not be read, so the stored score is shown; the displayed total has not been verified through a criterion breakdown.

AI judge
AI judge: the test runner (model claude-opus-5-5), scoring by visual review of the 1600 px render against the pre-registered rubric. A draft score until the reviewer checks it. Rubric: Wave-1 SVG scoring rubric (AI Model Reviewer).
Visitors
Public voting with a blind reveal is coming: you score the output first, then see the other scores.
Reviewer
The reviewer's own grade appears here once it is added.

Scores compare results for the same prompt only. AI-judge boards rank runs within one prompt, equal totals sharing a rank; scores from different prompts are never averaged.

Downloads

Files actually published for this run. Original output, site-made previews and post-run conversions are labelled separately.

The exact prompt

agentic harness (save the file; self-render allowed), 401 characters. Every result for this prompt

Create an isometric SVG town: first design a small sprite sheet of distinct buildings (in <defs>), then place 20+ of them on an isometric grid with roads, trees, a river and a bridge. Pick your own theme and palette. Save it as town.svg in the current directory. You may render and inspect your own output (headless chromium is available at /usr/bin/chromium) and iterate on your own before finishing.

How it was made

Wall time 16m 20s13 saved versions

Versions saved during the run

13 intermediate outputs, in the order the model wrote them.

Version 13 of 13
  1. Version 1 at 6m 32s thumbnailv1 6:32
  2. Version 2 at 6m 53s thumbnailv2 6:53
  3. Version 3 at 7m 05s thumbnailv3 7:05
  4. Version 4 at 10m 46s thumbnailv4 10:46
  5. Version 5 at 10m 58s thumbnailv5 10:58
  6. Version 6 at 11m 59s thumbnailv6 11:59
  7. Version 7 at 12m 11s thumbnailv7 12:11
  8. Version 8 at 12m 32s thumbnailv8 12:32
  9. Version 9 at 13m 04s thumbnailv9 13:04
  10. Version 10 at 13m 25s thumbnailv10 13:25
  11. Version 11 at 13m 57s thumbnailv11 13:57
  12. Version 12 at 14m 48s thumbnailv12 14:48
  13. Version 13 at 15m 31s thumbnailv13 15:31

Step by step

The prompt, every agent turn and tool call (tool name and a one-line summary; inputs and outputs are not shown), then the final message. The full transcript is 3.0 MB; it is published as a scrubbed, compressed download rather than shown on the page.

Show all 198 steps

Loading the timeline…

Download the full transcript dsh session log, 653 KB, gzip. Scrubbed: anything that looks like a key, token, e-mail address or phone number is replaced, and account details and the test machine's file paths are removed.

Cost breakdown

Headline cost $0.32, estimated from the token counts at list price.

Tokens by typeTokens$ per 1MCost
Input (uncached)48,627$0.30$0.0146
Cache write0$0.30$0
Cache read14,798,848$0.01$0.0888
Output182,257$1.20$0.2187
of which reasoning111,572billed as output
Total computed from tokens
$0.3221
Total reported by the harness
none

Tokens summed from the dsh session log per-step usage (inputTokens = uncached); dsh prints no cost.

Prices: api-docs.deepseek.com/quick_start/pricing (read 2026-09-23); off-peak rates, peak (weekdays 01-04 and 06-10 UTC) is 2x, 2026-09-23.

Run notes

one prompt, agentic harness (self-review allowed)wave 1

  • run started in DeepSeek peak hours: 2x rates applied
  • Mode: headless mode (dsh ships no terminal UI; its interactive UI is a web app) — dsh --profile headless, inside bubblewrap
  • Isolation: bwrap: private /tmp, HOME/TMPDIR/DSH_HOME inside run dir; the project files, other runs, /tmp/hx_* not mounted