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Update 2026-05-06 model multiplier inventory (Claude/GPT corrections + new Gemini/Copilot entries)#30473

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pelikhan merged 2 commits intomainfrom
copilot/update-model-inventory-2026-05-06
May 6, 2026
Merged

Update 2026-05-06 model multiplier inventory (Claude/GPT corrections + new Gemini/Copilot entries)#30473
pelikhan merged 2 commits intomainfrom
copilot/update-model-inventory-2026-05-06

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Copilot AI commented May 6, 2026

Daily inventory found no alias gaps, but model_multipliers.json was materially out of sync with current Copilot billing docs and missing multiple newly discovered models (including Copilot-only entries). This PR updates multiplier data accordingly and keeps CLI/runtime multiplier sources aligned.

  • Multiplier table alignment (docs-driven corrections)

    • Updated existing entries with new documented multipliers for:
      • Claude: claude-haiku-4-5, claude-sonnet-4-5, claude-sonnet-4.6, claude-opus-4-5, claude-opus-4-6, claude-opus-4-7 (and dotted variants where present)
      • OpenAI: gpt-4o, gpt-4o-mini, gpt-5.1, gpt-5.2, gpt-5.3-codex, gpt-5.4, gpt-5.4-mini
  • New model multiplier coverage

    • Added missing entries for:
      • OpenAI: gpt-5.4-nano
      • Copilot-only/docs surfaced: grok-code-fast-1, raptor-mini
      • Gemini/Google: gemini-3.1-flash-live-preview, gemini-3.1-flash-tts-preview, gemini-2.5-computer-use-preview, deep-research-max-preview-04-2026, deep-research-preview-04-2026, gemma-4-26b-a4b-it, gemma-4-31b-it
  • Source-of-truth parity

    • Applied identical updates to both multiplier artifacts used by the codebase:
      • pkg/cli/data/model_multipliers.json
      • actions/setup/js/model_multipliers.json
  • Targeted test updates for ET behavior

    • Updated expectations in pkg/cli/effective_tokens_test.go to reflect new baseline multipliers.
    • Added a focused inventory regression test asserting representative updated/new entries.
assert.InDelta(t, 6.0, loadedMultipliers["gpt-5.4"], 1e-9)
assert.InDelta(t, 0.05, loadedMultipliers["gpt-5.4-nano"], 1e-9)
assert.InDelta(t, 27.0, loadedMultipliers["claude-opus-4.6"], 1e-9)
assert.InDelta(t, 0.33, loadedMultipliers["grok-code-fast-1"], 1e-9)

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    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/12345/artifacts --jq .artifacts[].name GO111MODULE 64/pkg/tool/linux_amd64/link GOINSECURE GOMOD GOMODCACHE 64/pkg/tool/linux_amd64/link env ger.test GO111MODULE ortcfg.link GOINSECURE b/gh-aw/pkg/actiinit GOMODCACHE 3JL8ddMPoqaiAM618n/W7nDXlF-2wrJGrRo2mzy/Er_eZaAbconfig (http block)
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    • Triggering command: /usr/bin/gh gh api repos/{owner}/{repo}/actions/runs/1234567890 --jq {databaseId: .id, number: .run_number, url: .html_url, status: .status, conclusion: .conclusion, workflowName: .name, workflowPath: .path, createdAt: .created_at, startedAt: .run_started_at, updatedAt: .updated_at, event: .event, headBranch: .head_branch, h ../../../.prettierignore gh 4ab19ca8e28d9cf9-d /repos/actions/g/opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linux_amd64/vet --jq (http block)
    • Triggering command: /usr/bin/gh gh api repos/{owner}/{repo}/actions/runs/1234567890 --jq {databaseId: .id, number: .run_number, url: .html_url, status: .status, conclusion: .conclusion, workflowName: .name, workflowPath: .path, createdAt: .created_at, startedAt: .run_started_at, updatedAt: .updated_at, event: .event, headBranch: .head_branch, h ../../../.pret.prettierignore rk /usr/bin/git hub/aw/actions-lnode --jq /usr/bin/git git rev-�� w/js/**/*.json' --ignore-path git x_amd64/compile --show-toplevel git /usr/bin/git x_amd64/compile (http block)
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    • Triggering command: /usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --workflow nonexistent-workflow-12345 --limit 100 /tmp/go-build4147329986/b453/importcfg -pack /tmp/go-build4147329986/b453/_testmain.go env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet (http block)
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    • Triggering command: /tmp/go-build4147329986/b404/cli.test /tmp/go-build4147329986/b404/cli.test -test.testlogfile=/tmp/go-build4147329986/b404/testlog.txt -test.paniconexit0 -test.v=true -test.parallel=4 -test.timeout=10m0s -test.run=^Test -test.short=true GOINSECURE GOMOD GOMODCACHE go env -json GO111MODULE 64/bin/go GOINSECURE GOMOD GOMODCACHE go (http block)
    • Triggering command: /tmp/go-build1548371488/b404/cli.test /tmp/go-build1548371488/b404/cli.test -test.testlogfile=/tmp/go-build1548371488/b404/testlog.txt -test.paniconexit0 -test.v=true -test.parallel=4 -test.timeout=10m0s -test.run=^Test -test.short=true --show-toplevel git /usr/bin/git git rev-�� --show-toplevel git (http block)
    • Triggering command: /tmp/go-build3397532443/b404/cli.test /tmp/go-build3397532443/b404/cli.test -test.testlogfile=/tmp/go-build3397532443/b404/testlog.txt -test.paniconexit0 -test.v=true -test.parallel=4 -test.timeout=10m0s -test.run=^Test -test.short=true --show-toplevel git /usr/bin/git git rev-�� --show-toplevel git modules/@npmcli/run-script/lib/node-gyp-bin/node --show-toplevel git /usr/bin/git git (http block)
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    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v0.47.4 --jq [.object.sha, .object.type] | @tsv --show-toplevel git /usr/bin/git runs/20260506-01du go /usr/bin/git git rev-�� /ref/tags/v9 git sv --show-toplevel x_amd64/vet /usr/bin/git gh (http block)
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    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v1.0.0 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet GOINSECURE GOMOD GOMODCACHE ache/go/1.25.8/x--json env -json GO111MODULE 7329986/b198/vet--limit GOINSECURE GOMOD GOMODCACHE /opt/hostedtoolc--jq (http block)
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    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v1.2.3 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet (http block)
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    • Triggering command: /usr/bin/gh gh run view 12345 --repo nonexistent/repo --json status,conclusion GOINSECURE GOMOD GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
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    • Triggering command: /usr/bin/gh gh api /repos/test/repo --jq .default_branch se 7329986/b089/vet.cfg .cfg GOINSECURE GOMOD GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
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Copilot AI changed the title [WIP] Update model alias inventory for 2026-05-06 Update 2026-05-06 model multiplier inventory (Claude/GPT corrections + new Gemini/Copilot entries) May 6, 2026
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github-actions Bot commented May 6, 2026

Hey @copilot-swe-agent 👋 — thanks for picking up the model alias inventory update for 2026-05-06! This is clearly an in-progress draft and the intent is solid. A few things to address before this is ready for review:

  • Empty diff — the PR currently has 0 changed files and 0 lines modified. The checklist shows most work items are still unchecked. This PR should only be moved out of draft once the actual multiplier/alias data changes are committed.
  • No tests yet — the checklist includes a step to add or adjust focused tests for new/updated multipliers, but no test files are present in the diff. Make sure to follow through on that item.
  • No prose description — the body is purely a task checklist. A brief summary of what is changing (which models, what multiplier corrections) and why would help reviewers understand the intent at a glance.

If you'd like a hand completing the remaining steps, here's a ready-to-use prompt:

Continue work on PR #30473 "Update model alias inventory for 2026-05-06".
Remaining tasks:
1. Update model multipliers data files with the required new models and any documented multiplier corrections.
2. Keep all mirrored multiplier JSON files in sync with the primary source.
3. Add or adjust focused unit tests covering the new/updated multiplier values.
4. Run `make build && make fmt` to validate the build.
5. Run targeted tests for effective token multiplier behaviour.
6. Run `make agent-report-progress` for pre-PR validation.
7. Update the PR body with a short prose description of what changed and why.

Generated by Contribution Check · ● 680.9K ·

Copilot AI requested a review from pelikhan May 6, 2026 01:23
@pelikhan pelikhan marked this pull request as ready for review May 6, 2026 01:25
Copilot AI review requested due to automatic review settings May 6, 2026 01:25
@pelikhan pelikhan merged commit bcacdc7 into main May 6, 2026
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@pelikhan pelikhan deleted the copilot/update-model-inventory-2026-05-06 branch May 6, 2026 01:28
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Pull request overview

Updates the project’s Effective Tokens (ET) model multiplier inventory to match current Copilot billing documentation, adds newly discovered model entries, and updates ET tests to reflect the new baseline multipliers.

Changes:

  • Refreshed Claude and OpenAI multiplier values (including new GPT-5.4-nano) and added new Gemini/Gemma/Copilot-only models.
  • Kept the two multiplier JSON artifacts in sync (pkg/cli/... and actions/setup/...).
  • Updated/added ET unit tests to assert the new multiplier expectations and presence of representative new entries.
Show a summary per file
File Description
pkg/cli/effective_tokens_test.go Updates ET expectations and adds a regression/inventory test for updated/new multipliers.
pkg/cli/data/model_multipliers.json Updates the embedded CLI multiplier table with corrected values and new model entries.
actions/setup/js/model_multipliers.json Mirrors the multiplier table updates for the JS setup/action runtime.
.changeset/patch-model-inventory-2026-05-06.md Adds a patch changeset describing the inventory update.

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Comments suppressed due to low confidence (2)

pkg/cli/data/model_multipliers.json:30

  • This adds claude-opus-4-7 but there is no dotted variant claude-opus-4.7, even though 4.5/4.6 include both forms. If callers report the dotted model name, it will fall back to the shorter-prefix entry (e.g., claude-opus-4) and use the wrong multiplier; consider adding the missing alias entry to keep naming parity.
    "claude-opus-4-5": 15.0,
    "claude-opus-4-6": 27.0,
    "claude-opus-4-7": 27.0,
    "claude-opus-4.5": 15.0,
    "claude-opus-4.6": 27.0,

actions/setup/js/model_multipliers.json:30

  • This adds claude-opus-4-7 but there is no dotted variant claude-opus-4.7, even though 4.5/4.6 include both forms. If callers report the dotted model name, it will fall back to the shorter-prefix entry (e.g., claude-opus-4) and use the wrong multiplier; consider adding the missing alias entry to keep naming parity.
    "claude-opus-4-5": 15.0,
    "claude-opus-4-6": 27.0,
    "claude-opus-4-7": 27.0,
    "claude-opus-4.5": 15.0,
    "claude-opus-4.6": 27.0,
  • Files reviewed: 4/4 changed files
  • Comments generated: 2

Comment on lines +18 to +20
"claude-sonnet-4-5": 6.0,
"claude-sonnet-4.5": 6.0,
"claude-sonnet-4.6": 9.0,
Comment on lines +18 to +20
"claude-sonnet-4-5": 6.0,
"claude-sonnet-4.5": 6.0,
"claude-sonnet-4.6": 9.0,
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[model-inventory] Model alias inventory update - 2026-05-06

3 participants