docs(readme): drop savings paragraph implying GPT/Codex is a default path

GPT/Codex is opt-in-only (see Model scope bullet); this paragraph
described its savings behavior alongside Claude Code's without ever
saying so.
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teamchong
2026-07-14 09:22:30 -04:00
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@@ -84,16 +84,10 @@ are imaged.
- **Workload-dependent.** Wins on token-dense content (~1 char/token),
loses money on sparse prose (~3.5 chars/token); a profitability gate
(calibrated on N=391 production rows) images only where the math wins.
- **Client-dependent, not product-name-dependent.** Savings track uncached
bulk the client still re-sends as text. Claude Code re-sends system + tools
+ history on `/anthropic/messages` and typically lands ~6070%. Codex on
`/v1/responses` is supported; when the prompt is already ~98%
`cached_tokens`, only the static slab (and rare history collapses) remain
to image, so Saved can honestly sit near 1%. The same Responses path saves
tens of percent when history collapse fires, and an OpenAI client that
re-sends the full transcript as plain text each turn is in the same high-
savings class as Claude Code. Details and measured splits:
[docs/CACHING_AND_SAVINGS.md](docs/CACHING_AND_SAVINGS.md#openai-responses-path-codex-and-friends).
- **Client-dependent.** Savings track uncached bulk the client still
re-sends as text. Claude Code re-sends system + tools + history on
`/anthropic/messages` and typically lands ~6070%. Details and measured
splits: [docs/CACHING_AND_SAVINGS.md](docs/CACHING_AND_SAVINGS.md).
- **Model scope:** default `PXPIPE_MODELS=claude-fable-5`. Sol, Opus
4.7/4.8, GPT 5.5, and **Grok** are opt-in only (dashboard chips or
`PXPIPE_MODELS`) — not good enough as silent defaults for imaged context.