docs: sync with ComfyUI backend changes (Gemini 3.7 Flash pricing, ROCm dynamic VRAM default, Qwen-Image-Layered template output) #1467
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@@ -276,6 +276,7 @@ Token-based billing; thought tokens use the output text rate. | |
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| | Model | Input credits / 1K | Output credits / 1K | | ||
| | :------------------------------------------------------ | -----------------: | :------------------ | | ||
| | Gemini 3.7 Flash (`gemini-3.7-flash`) | 0.45365 | 2.26403 | | ||
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There was a problem hiding this comment. 🎯 Functional Correctness | 🟠 Major | ⚡ Quick win 🧩 Analysis chain🏁 Script executed: #!/bin/bash
set -e
printf '%s\n' '--- matching rows ---'
rg -n -C 4 'Gemini 3\.7 Flash|gemini-3\.7-flash|211|credit|pricing period|effective' \
tutorials/partner-nodes/pricing.mdx \
ja/tutorials/partner-nodes/pricing.mdx \
ko/tutorials/partner-nodes/pricing.mdx \
zh/tutorials/partner-nodes/pricing.mdx
printf '%s\n' '--- table headers and nearby pricing context ---'
for f in tutorials/partner-nodes/pricing.mdx ja/tutorials/partner-nodes/pricing.mdx ko/tutorials/partner-nodes/pricing.mdx zh/tutorials/partner-nodes/pricing.mdx; do
echo "### $f"
wc -l "$f"
sed -n '250,295p' "$f" 2>/dev/null || true
sed -n '300,340p' "$f" 2>/dev/null || true
doneRepository: Comfy-Org/docs Length of output: 50370 🌐 Web query:
💡 Result: As of August 21, 2026, Google offers Gemini 3.7 Flash with introductory pricing that remains in effect through December 31, 2026 [1][2]. Starting January 1, 2027, the standard pricing for Gemini 3.7 Flash will be $1.50 per 1 million input tokens and $7.50 per 1 million output tokens [1][3][2][4]. The current introductory pricing, available through December 31, 2026, is $0.75 per 1 million input tokens and $3.75 per 1 million output tokens [1][2][5]. Citations:
🏁 Script executed: #!/bin/bash
set -e
for f in tutorials/partner-nodes/pricing.mdx ja/tutorials/partner-nodes/pricing.mdx ko/tutorials/partner-nodes/pricing.mdx zh/tutorials/partner-nodes/pricing.mdx; do
echo "### $f"
sed -n '1,14p' "$f"
rg -n -A 8 -B 4 'Gemini 3\.7 Flash' "$f"
done
python3 - <<'PY'
from decimal import Decimal
credit_per_usd = Decimal("211")
periods = {
"introductory through 2026-12-31": ("0.75", "3.75"),
"standard from 2027-01-01": ("1.50", "7.50"),
}
for name, (input_usd, output_usd) in periods.items():
input_credits = Decimal(input_usd) * credit_per_usd / 1000
output_credits = Decimal(output_usd) * credit_per_usd / 1000
print(name, "input/output credits per 1K =", input_credits, output_credits)
for value in ("0.45365", "2.26403"):
print(value, "credits per 1K => USD per 1M =", Decimal(value) * 1000 / credit_per_usd)
PYRepository: Comfy-Org/docs Length of output: 5737 🌐 Web query:
💡 Result: As of August 21, 2026, the pricing for Gemini 3.7 Flash under the Google Gemini Developer API Paid Tier is $0.75 per 1 million tokens for input and $3.75 per 1 million tokens for output [1]. The output pricing includes costs associated with thinking tokens [1]. Additionally, context caching for this model is priced at $0.075 to $1.00 per 1 million tokens per hour for storage [1]. Grounding with Google Search and Google Maps is provided with a shared monthly free tier of 5,000 requests across Gemini 3 models, after which the cost is $14 per 1,000 search queries [1]. Citations: Correct the Gemini 3.7 Flash rates in all four locales. The introductory rates through December 31, 2026 convert to 📍 Affects 4 files
🤖 Prompt for AI AgentsSource: MCP tools |
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| | Gemini 3.5 Flash (`gemini-3.5-flash`) | 0.3165 | 1.899 | | ||
| | Gemini 3.1 Pro (`gemini-3.1-pro-preview`) | 0.422 | 2.532 | | ||
| | Gemini 3.1 Flash-Lite (`gemini-3.1-flash-lite-preview`) | 0.05275 | 0.3165 | | ||
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🎯 Functional Correctness | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
Repository: Comfy-Org/docs
Length of output: 32434
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Repository: Comfy-Org/docs
Length of output: 32780
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Repository: Comfy-Org/docs
Length of output: 11009
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Repository: Comfy-Org/docs
Length of output: 13973
Correct the
layers=0output contract.In all four pages, state that raw output is
layers + 1, while template output islayersonly whenlayers >= 1. Withlayers=0,LatentCutclampsindex=1to0, so the template retains and outputs one full image. Usemax(layers, 1)for the template count. The count must count.tutorials/image/qwen/qwen-image-layered.mdx#L100-L106ja/tutorials/image/qwen/qwen-image-layered.mdx#L90-L96ko/tutorials/image/qwen/qwen-image-layered.mdx#L110-L116zh/tutorials/image/qwen/qwen-image-layered.mdx#L110-L116🧰 Tools
🪛 LanguageTool
[grammar] ~100-~100: Use a hyphen to join words.
Context: ...the full image, not a layer.** The image to layers workflow drops it automatically w...
(QB_NEW_EN_HYPHEN)
📍 Affects 4 files
tutorials/image/qwen/qwen-image-layered.mdx#L100-L100(this comment)ja/tutorials/image/qwen/qwen-image-layered.mdx#L90-L90ko/tutorials/image/qwen/qwen-image-layered.mdx#L110-L110zh/tutorials/image/qwen/qwen-image-layered.mdx#L110-L110🤖 Prompt for AI Agents