Local Model Benchmarks

Local test machine: Apple M5 Pro · 64 GB unified memoryRun window 29 September — 18 October 202622 recorded runs

3 October 2026 · Agentic game · 3D baseball

Hardball 3D · GPT-6 Luna

Session completed Cloud baseline

Codex completed the one-shot task and produced a static one-inning 3D arcade baseball build. No independent gameplay test report was retained with the turn metrics.

GPT-6 Luna Hardball 3D gameplay from the batter's view
Hardball 3D · GPT-6 Luna build · gameplay capture

What was checked

  • The Codex session log records successful Vite production build output.
  • The resulting static build is archived with this run.

Limits of this evidence

The source metrics were selectively transcribed. The original prompt, Codex transcript, private session log path, session identifier, local source paths, and tool arguments/results are excluded. The 9,321,073 input tokens are cumulative across calls and include repeated conversation context; the 9,101,184 cached tokens are a subset. The Codex task wall time includes reasoning, tools, and waits.

Configuration

The model, serving engine and agent used for this execution.

Recorded configuration and setup details
FieldValueDetail
Model · cloud_baselineGPT-6 Luna · cloud_baseline · reasoning xhigh—
RuntimeOpenAI hosted inference Provider-managed service; exact build not exposedinference engine and exact build
HarnessOpenAI Codexthe agent or client that drove the run
HardwareProvider-managed cloud inference; physical host not disclosedhardware recorded for this execution
WorkloadHardball 3D · revision 1One-shot coding challenge. The prompt file matches the local Qwen Hardball run; original prompt excluded from the archive.
Repetitions1executions recorded for this workload; one means an indicative result, not an estimate

Agent session counters

Agent-wide usage totals. These include reasoning, tool calls and waiting, and are not model decode speed.

Agent session counters: recorded value and measurement definition
MetricValueDefinition
Task elapsed33.6 minuser request received to Codex task completion; includes reasoning, tool calls, and waiting · n=1
End-to-end output rate38.23 tok/soutput_tokens divided by task_wall_time; includes reasoning, tool calls, and waiting; not model decode speed · n=1

Context and token counters

Token totals as reported by the harness or engine. Cached and cumulative figures are not additive with fresh input.

Context and token counters: recorded value and measurement definition
MetricValueDefinition
Cumulative input9,321,073 tokenscumulative across model calls; repeated conversation context can be counted again · n=1 · Cached input is a subset of this total and is not additive.
Cached input9,101,184 tokenscumulative cached input across model calls; included in cumulative_input_tokens · n=1
Output tokens76,967 tokenscumulative across model calls; includes reasoning and tool output · n=1
of which reasoning output43,663 tokenssubset of output_tokens · n=1
Request records & provenance

The retained Codex metrics do not include token emission timestamps or a reliable TTFT measurement. The end-to-end output rate must not be compared to local engine decode rates.

Run ID: 2026-10-03-gpt-6-luna-codex-hardball-3d-baseline

One execution, with checks transcribed from the retained record. A completed session is not a quality score. Measurement method · All runs