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[Partner Nodes] GPTImage: fix price badges, add new resolutions#13519

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Kosinkadink merged 3 commits intomasterfrom
fix/api-nodes/gpt-image-2
Apr 23, 2026
Merged

[Partner Nodes] GPTImage: fix price badges, add new resolutions#13519
Kosinkadink merged 3 commits intomasterfrom
fix/api-nodes/gpt-image-2

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@bigcat88 bigcat88 commented Apr 22, 2026

API Node PR Checklist

Scope

  • Is API Node Change

Pricing & Billing

  • Need pricing update
  • No pricing update

If Need pricing update:

  • Metronome rate cards updated
  • Auto‑billing tests updated and passing

QA

  • QA done
  • QA not required

Comms

  • Informed Kosinkadink

Signed-off-by: bigcat88 <bigcat88@icloud.com>
@bigcat88 bigcat88 force-pushed the fix/api-nodes/gpt-image-2 branch from dae3b77 to c69cca8 Compare April 22, 2026 16:58
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coderabbitai Bot commented Apr 22, 2026

📝 Walkthrough

Walkthrough

Adds GPT Image 2 support to the image-generation node: a new token-price helper calculate_tokens_price_image_2_0, expanded size options to include GPT Image 2 resolutions, and model-aware pricing badge logic using a $ranges map keyed by model. Badge computation now multiplies the selected USD range by n (defaults to 1) and marks amounts as approximate. Validation restricts allowed size values for gpt-image-1/gpt-image-1.5 and disallows background="transparent" for gpt-image-2. The gpt-image-2 pricing extractor was switched to the new Image 2.0 calculator.

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 0.00% which is insufficient. The required threshold is 80.00%. Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
Title check ✅ Passed The title clearly summarizes the main changes: fixing price badges and adding new resolutions for GPTImage nodes, which aligns with the changeset modifications.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
Description check ✅ Passed The PR description matches the changeset: it documents API node changes for GPTImage pricing badges and resolutions, with pricing scope clearly marked as 'No pricing update'.

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Actionable comments posted: 2

🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@comfy_api_nodes/nodes_openai.py`:
- Around line 479-487: The conditional that builds the price object uses $range
(from $lookup($ranges, widgets.model, widgets.quality)) and $n (widgets.n) but
only appends a suffix for n>1 without scaling min_usd/max_usd; update the
ternary branch where ($n = 1) ? ... : ... so that in the else branch you set
"min_usd" to $range[0] * $n and "max_usd" to $range[1] * $n (keeping the
existing "format" suffix of " x " & $string($n) & "/Run"), ensuring structured
price fields reflect the total run cost for n>1.
- Around line 360-361: The calculate_tokens_price_image_2_0 function currently
charges all input tokens at the image input rate; update it to split input token
counts using response.input_tokens_details (use text_tokens * 5.0 + image_tokens
* 8.0) and add output tokens at 30.0/M, then divide the sum by 1_000_000. Use
response.input_tokens_details.text_tokens and .image_tokens when present, and
fall back to response.usage.input_tokens (treated as all-image or all-text as
appropriate) if input_tokens_details is missing or None; keep the function
signature calculate_tokens_price_image_2_0(response:
OpenAIImageGenerationResponse) unchanged.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
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Review profile: CHILL

Plan: Pro

Run ID: d004f6d7-3832-4da8-8d58-11da2f066d14

📥 Commits

Reviewing files that changed from the base of the PR and between db85cf0 and c69cca8.

📒 Files selected for processing (1)
  • comfy_api_nodes/nodes_openai.py

Comment thread comfy_api_nodes/nodes_openai.py
Comment thread comfy_api_nodes/nodes_openai.py Outdated
@Kosinkadink Kosinkadink merged commit 3cdc0d5 into master Apr 23, 2026
17 checks passed
@bigcat88 bigcat88 deleted the fix/api-nodes/gpt-image-2 branch April 23, 2026 05:52
Kosinkadink added a commit that referenced this pull request Apr 24, 2026
* fix: pin SQLAlchemy>=2.0 in requirements.txt (fixes #13036) (#13316)

* Refactor io to IO in nodes_ace.py (#13485)

* Bump comfyui-frontend-package to 1.42.12 (#13489)

* Make the ltx audio vae more native. (#13486)

* feat(api-nodes): add automatic downscaling of videos for ByteDance 2 nodes (#13465)

* Support standalone LTXV audio VAEs (#13499)

* [Partner Nodes]  added 4K resolution for Veo models; added Veo 3 Lite model (#13330)

* feat(api nodes): added 4K resolution for Veo models; added Veo 3 Lite model

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* increase poll_interval from 5 to 9

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>

* Bump comfyui-frontend-package to 1.42.14 (#13493)

* Add gpt-image-2 as version option (#13501)

* Allow logging in comfy app files. (#13505)

* chore: update workflow templates to v0.9.59 (#13507)

* fix(veo): reject 4K resolution for veo-3.0 models in Veo3VideoGenerationNode (#13504)

The tooltip on the resolution input states that 4K is not available for
veo-3.1-lite or veo-3.0 models, but the execute guard only rejected the
lite combination. Selecting 4K with veo-3.0-generate-001 or
veo-3.0-fast-generate-001 would fall through and hit the upstream API
with an invalid request.

Broaden the guard to match the documented behavior and update the error
message accordingly.

Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>

* feat: RIFE and FILM frame interpolation model support (CORE-29) (#13258)

* initial RIFE support

* Also support FILM

* Better RAM usage, reduce FILM VRAM peak

* Add model folder placeholder

* Fix oom fallback frame loss

* Remove torch.compile for now

* Rename model input

* Shorter input type name

---------

* fix: use Parameter assignment for Stable_Zero123 cc_projection weights (fixes #13492) (#13518)

On Windows with aimdo enabled, disable_weight_init.Linear uses lazy
initialization that sets weight and bias to None to avoid unnecessary
memory allocation. This caused a crash when copy_() was called on the
None weight attribute in Stable_Zero123.__init__.

Replace copy_() with direct torch.nn.Parameter assignment, which works
correctly on both Windows (aimdo enabled) and other platforms.

* Derive InterruptProcessingException from BaseException (#13523)

* bump manager version to 4.2.1 (#13516)

* ModelPatcherDynamic: force cast stray weights on comfy layers (#13487)

the mixed_precision ops can have input_scale parameters that are used
in tensor math but arent a weight or bias so dont get proper VRAM
management. Treat these as force-castable parameters like the non comfy
weight, random params are buffers already are.

* Update logging level for invalid version format (#13526)

* [Partner Nodes] add SD2 real human support (#13509)

* feat(api-nodes): add SD2 real human support

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* fix: add validation before uploading Assets

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* Add asset_id and group_id displaying on the node

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* extend poll_op to use instead of custom async cycle

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* added the polling for the "Active" status after asset creation

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* updated tooltip for group_id

* allow usage of real human in the ByteDance2FirstLastFrame node

* add reference count limits

* corrected price in status when input assets contain video

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* feat: SAM (segment anything) 3.1 support (CORE-34) (#13408)

* [Partner Nodes] GPTImage: fix price badges, add new resolutions (#13519)

* fix(api-nodes): fixed price badges, add new resolutions

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* proper calculate the total run cost when "n > 1"

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* chore: update workflow templates to v0.9.61 (#13533)

* chore: update embedded docs to v0.4.4 (#13535)

* add 4K resolution to Kling nodes (#13536)

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* Fix LTXV Reference Audio node (#13531)

* comfy-aimdo 0.2.14: Hotfix async allocator estimations (#13534)

This was doing an over-estimate of VRAM used by the async allocator when lots
of little small tensors were in play.

Also change the versioning scheme to == so we can roll forward aimdo without
worrying about stable regressions downstream in comfyUI core.

* Disable sageattention for SAM3 (#13529)

Causes Nans

* execution: Add anti-cycle validation (#13169)

Currently if the graph contains a cycle, the just inifitiate recursions,
hits a catch all then throws a generic error against the output node
that seeded the validation. Instead, fail the offending cycling mode
chain and handlng it as an error in its own right.

Co-authored-by: guill <jacob.e.segal@gmail.com>

* chore: update workflow templates to v0.9.62 (#13539)

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Octopus <liyuan851277048@icloud.com>
Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
Co-authored-by: Comfy Org PR Bot <snomiao+comfy-pr@gmail.com>
Co-authored-by: Alexander Piskun <13381981+bigcat88@users.noreply.github.com>
Co-authored-by: Jukka Seppänen <40791699+kijai@users.noreply.github.com>
Co-authored-by: AustinMroz <austin@comfy.org>
Co-authored-by: Daxiong (Lin) <contact@comfyui-wiki.com>
Co-authored-by: Matt Miller <matt@miller-media.com>
Co-authored-by: blepping <157360029+blepping@users.noreply.github.com>
Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>
Co-authored-by: rattus <46076784+rattus128@users.noreply.github.com>
Co-authored-by: guill <jacob.e.segal@gmail.com>
HeinzDBV pushed a commit to HeinzDBV/ComfyUI that referenced this pull request Apr 28, 2026
…y-Org#13519)

* fix(api-nodes): fixed price badges, add new resolutions

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* proper calculate the total run cost when "n > 1"

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
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2 participants