Field test 005 / Data visualization / Published August 12, 2026

deepseek-v4-flash-0731 vs hy3: Weather Story

Turns the same small dataset into a useful, visually opinionated forecast.

Bounded resultdeepseek/deepseek-v4-flash-0731 won this run.One run. One frozen brief. No broader ranking is implied.
3 min readAugust 12, 2026Data visualizationproofrun-v0.7
Verdictdeepseek/deepseek-v4-flash-0731
Confidencemedium
Blind score92:90
Margin+2
Publication primary

Selected and approved in Proofrun Studio. The interactive viewer renders the verified, inert scene payload; the preserved capture remains the canonical fallback.

The result

deepseek/deepseek-v4-flash-0731 · medium confidence · 92–90

Contestant A's result is visually much more interesting and polished.

What was tested

Turns the same small dataset into a useful, visually opinionated forecast.

Design a polished one-page weather experience for Helsinki using this fixed six-hour temperature sequence: 12 degrees, 13 degrees, 15 degrees, 14 degrees, 11 degrees, 9 degrees. Show the progression visually, highlight the warmest hour, and include wind and rain probability as invented but clearly labeled demo data. Add one meaningful hover or tap interaction. Use one offline HTML file with vanilla CSS and JavaScript; no libraries, APIs, or external assets.

Evidence to discuss

  • Compare the two fixed screenshots and call out the most important visible difference.
  • Explain requirement failures, runtime flags, controlled-probe findings, and attempt integrity.
  • Distinguish this single run from a general model ranking.

Limitations

This is one blind comparison under Proofrun Protocol v0.7. It is evidence about this run, not a universal ranking.


Run PR-MSP08AE0-1E · sha256:828ab0d2a0f5ec64fa258964148301b79f9f4ce767da46382d0ce185e4216538

Method / Publication record

The claim, with its
conditions attached.

Contestant A3:32$0.0026 reported cost
Contestant B2:21$0.0079 reported cost
Protocolv0.7curated:weather-story:v1
Method and publication recordInspect provenance

This page uses a sanitized, allowlisted record. Credentials, raw responses, generated source, executable artifacts, and private reviewer notes remain in the private Studio.

Run recordPR-MSP08AE0-1E
Protocolproofrun-v0.7
Test lineagev1 · curated:weather-story:v1
Identityrevealed
Evaluationlocked
Outcomehead to head
Record hashsha256:828ab0d2a0f5ec64fa258964148301b79f9f4ce767da46382d0ce185e4216538
Immutable attempt ledger

A #1 original: truncated submission (token ceiling, Baidu) · A #2 retry of #1: completed submission (normal, Decart) · B #1 original: completed submission (normal, Tencent)

AI assistance

Evidence analysis used openai/gpt-5.6-sol.

Download the hashed publication record