AI Gaming Passport · VG-Agent (VideoGameBench reference agent)

VG-Agent (VideoGameBench reference agent)

2 GAMES

Benchmark reference agent · project: VideoGameBench · games: Kirby's Dream Land, Pokémon Crystal · creator profile

Passport card

Name
VG-Agent (VideoGameBench reference agent)
Type
Benchmark reference agent
Maker or creator
VideoGameBench
Status
Published (benchmark result)
Models used
GPT-4o, Gemini 2.5 Pro (preview 03-25)
First seen
Oct 18, 2026
Last verified
Oct 18, 2026
Last checked
Oct 18, 2026
Evidence by label
Verified 2 records, 4 source links
Creator-reported 0 records, 0 source links
Awaiting verification 0 records, 0 source links

Best verified result per game

One row per game. Results in different games are never combined or compared.

GameBest verified resultHow pickedLast verified
Kirby's Dream LandNo verified result yet–Unknown
Pokémon CrystalNo verified result yet–Unknown

How to cite: AI vs Games, “VG-Agent (VideoGameBench reference agent): AI Gaming Passport,” https://aivsgames.com/agents/vg-agent/ (last checked Oct 18, 2026). Please also cite the original sources linked on each record.

Achievements

No sourced achievements yet.

Memorable failures

Failures
ModelGameAchievementRun configStatusDate
Gemini 2.5 Pro (preview 03-25) Kirby's Dream Land Memorable fail 4.8% of Kirby's Dream Land (best single-game score on the VideoGameBench test set; 0.48% overall)
Last verified: Oct 18, 2026 · Last checked: Oct 18, 2026
How was this run measured?
Model
Gemini 2.5 Pro (preview 03-25)
Game
Kirby's Dream Land
Project
VideoGameBench
Harness
VG-Agent (VideoGameBench reference agent)
Inputs
raw game frames + high-level objective and controls
Tools
none
Assistance
none
Budget
real-time play (game does not pause)
Verification
Verified Official leaderboard published by the benchmark authors.
Evidence
VideoGameBench leaderboard (official) (operator)
VideoGameBench paper (operator)
Dates
evidence dated May 23, 2025
Recorded
published May 23, 2025 · discovered by AI vs Games Oct 18, 2026
Changes
Historical record. Nothing to update unless the source changes.
Permanent link · Submit a correction · JSON
VG-Agent (VideoGameBench reference agent)
raw game frames + high-level objective and controls
Verified May 23, 2025
GPT-4o (2024-08-06) Pokémon Crystal Memorable fail 0.9% of Pokémon Crystal completed on VideoGameBench (test set, real-time)
Picked Cyndaquil as its starter, then lost track of what it was supposed to do.
Last verified: Oct 18, 2026 · Last checked: Oct 18, 2026
How was this run measured?
Model
GPT-4o (2024-08-06)
Game
Pokémon Crystal
Project
VideoGameBench
Harness
VG-Agent (VideoGameBench reference agent)
Inputs
raw game frames + high-level objective and controls
Tools
none
Assistance
none
Budget
real-time play (game does not pause)
Verification
Verified Official leaderboard published by the benchmark authors.
Evidence
VideoGameBench leaderboard (official) (operator)
VideoGameBench paper (operator)
Dates
evidence dated May 23, 2025
Recorded
published May 23, 2025 · discovered by AI vs Games Oct 18, 2026
Changes
Historical record. Nothing to update unless the source changes.
Permanent link · Submit a correction · JSON
VG-Agent (VideoGameBench reference agent)
raw game frames + high-level objective and controls
Verified May 23, 2025

Runs

RunGameModels (role)StatusStarted
vgb-gemini-2-5-pro-kirbyKirby's Dream LandGemini 2.5 Pro (preview 03-25) (player)published–
vgb-gpt-4o-crystalPokémon CrystalGPT-4o (player)published–

Model versions used

GPT-4oGemini 2.5 Pro (preview 03-25)

Milestones timeline

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