AI Model Reviewer

GLM-5.3 in Claude Code 2.1.280

skills off

← Open in the gallerySame prompt, all models

Unfinished output
GLM-5.3's SVG for Pelican riding a bicycle (control)

This is the unfinished output at the moment the run ended (Harness + model mismatch). See the review below.

Harness + model mismatchPelican riding a bicycle (control)max effortHome harness

Wall time 6m 23sCost $0.19 estimated

Review

Friendly flat cartoon: a pelican with a huge orange pouch, wing stretched to the bars, noodle legs reaching both pedals, on a well-built blue bike (spokes, chain, crank).

The full review

Friendly flat cartoon: a pelican with a huge orange pouch, wing stretched to the bars, noodle legs reaching both pedals, on a well-built blue bike (spokes, chain, crank). The body hovers a little above the saddle instead of sitting on it, and a stray raised foot/tail shape sticks up behind the head.

Verdict by the AI judge (provisional).

Harness + model mismatch. Reclassified 2026-09-24 (published as ok): the run ended on 'API Error: 400 This model does not support image inputs' when GLM-5.3 read its own render (/tmp/pelican_v1.png) with Claude Code's Read tool; the artifact was already written but the self-review was cut short (Claude Code x text-only model). Re-run on the text-only relay: pelican_bicycle__claude-code__glm-5.3__attempt2.

Attempt 3 of 4

Every try of this model in this harness on this prompt, oldest first. A later attempt is the cell's result: attempt 4.

  1. Attempt 1 ended in an infrastructure failure, not a model result6m 26s2026-09-24
  2. Attempt 2 ended in an infrastructure failure, not a model result6m 26s2026-09-24
  3. Attempt 3 Harness + model mismatch this run6m 23s$0.192026-09-24
  4. Attempt 4 OK the cell's result8m 10s$0.552026-09-25

Bugs

  • body hovers above the saddle
  • stray raised foot/tail shape behind the head

Scores

Not scored: only runs that finished on their own are scored.

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), 234 characters. Every result for this prompt

Generate an SVG of a pelican riding a bicycle. Save it as pelican.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 6m 23sFirst artifact at 5m 12s1 saved version

Versions saved during the run

1 intermediate output, in the order the model wrote them.

Version 1 of 1
  1. Version 1 at 5m 16s thumbnailv1 5:16

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 machine-format transcript is published as a scrubbed download.

Show all 12 steps

Loading the timeline…

Download the full transcript Claude Code session JSONL, 244 KB. 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 $0.19, estimated from the token counts at list price.

Tokens by typeTokens$ per 1MCost
Input (uncached)41,573$1.40$0.0582
Cache write0$0.00$0
Cache read136,432$0.26$0.0355
Output22,207$4.40$0.0977
of which reasoningnot recordedbilled as output
Total computed from tokens
$0.1914
Total reported by the harness
none

Tokens summed from the Claude Code session JSONL (per message id, incl. subagent files); if Claude Code logged zero usage for this unrecognised model, the /cost screen's per-model usage is used instead. Claude Code tags glm-5p3 as unrecognized_model and its own $ figure has costBasis unknown, so it is NOT used: cost = tokens x Fireworks GLM-5.3 price.

Prices: Fireworks GLM-5.3 serverless price (STATE.md 22:42Z; same as the OpenCode/models.dev catalog entry fireworks-ai/glm-5p3), 2026-09-23.

Run notes

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

  • a well-known benchmark wording "Generate an SVG of a pelican riding a bicycle" (a full stop added before the harness suffix).
  • Mode: interactive TUI in tmux (160x48), inside bubblewrap sandbox
  • Isolation: bwrap: private /tmp, HOME and TMPDIR inside run dir, own CLAUDE_CONFIG_DIR copy; the project files, other runs, /tmp/hx_* not mounted