feat: add OpenAI GPT-5.6 Sol/Terra/Luna pricing with context tiers for Bedrock CRIS by akhilmmenon · Pull Request #891 · Portkey-AI/models

akhilmmenon · 2026-08-19T08:36:08Z

Summary

Add pricing and general config entries for OpenAI GPT-5.6 Sol, Terra, and Luna models on AWS Bedrock (bedrock-runtime endpoint) with cross-region inference profiles
8 model IDs added: us. (Geo CRIS), in. (Geo CRIS, Terra/Luna only), global. (Global CRIS)
Pricing includes custom_pricing with context_tier_map for Short (≤272K) and Long (>272K) context window tiers, following the same structure as vertex-ai.json

Models added to `pricing/bedrock.json`:

us.openai.gpt-5.6-sol, global.openai.gpt-5.6-sol
us.openai.gpt-5.6-terra, in.openai.gpt-5.6-terra, global.openai.gpt-5.6-terra
us.openai.gpt-5.6-luna, in.openai.gpt-5.6-luna, global.openai.gpt-5.6-luna

Models added to `general/bedrock.json`:

Same 8 model IDs with Converse API-aligned config (max_tokens: 272000, image support, temperature/top_p removed as reasoning models)

Pricing structure

pricing_config (top-level): Short context fallback pricing
custom_pricing.context_tier_map: {"0": "lte-272k", "272000": "gt-272k"}
custom_pricing.regions.default.execution_modes.standard.context_tiers: Short and Long tier pricing

Region-based pricing (custom_pricing.regions) uses "default" because these models are only available via cross-region inference profiles on bedrock-runtime — AWS charges a flat rate per inference option (Geo/Global), not per individual AWS region. The Geo vs Global price difference is encoded in separate model IDs (us./in. vs global.).

Pricing source

us.* / in.* entries: Geo CRIS pricing from AWS model cards
global.* entries: Global CRIS pricing
Sol model card
Terra model card
Luna model card

Ref: Pylon #8200

Test plan

Pricing values verified against AWS model cards for all 3 models × all inference options × both context tiers
Structure consistent with existing vertex-ai.json context tier pattern
[] E2E tested with live Bedrock requests (200 OK responses with correct model routing)

Copilot

Pull request overview

Adds Bedrock cross-region pricing and model metadata for eight OpenAI GPT-5.6 inference profiles.

Changes:

Adds geo and global pricing for Sol, Terra, and Luna.
Adds token limits, image support, and reasoning-model parameter exclusions.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 3 comments.

File	Description
`pricing/bedrock.json`	Adds cross-region GPT-5.6 pricing.
`general/bedrock.json`	Adds GPT-5.6 model configurations.

Suppressed comments (5)

general/bedrock.json:2122

This profile omits the model's tool-use capability, so consumers of this metadata will disable tools even though the same model is marked tool-capable in general/bedrock-mantle.json:353-356. Include tools in the supported capabilities for Converse requests.

    "type": { "primary": "chat", "supported": ["image"] },

general/bedrock.json:2132

This profile omits the model's tool-use capability, so consumers of this metadata will disable tools even though the same model is marked tool-capable in general/bedrock-mantle.json:358-361. Include tools in the supported capabilities for Converse requests.

    "type": { "primary": "chat", "supported": ["image"] },

general/bedrock.json:2137

This profile omits the model's tool-use capability, so consumers of this metadata will disable tools even though the same model is marked tool-capable in general/bedrock-mantle.json:358-361. Include tools in the supported capabilities for Converse requests.

    "type": { "primary": "chat", "supported": ["image"] },

general/bedrock.json:2147

This profile omits the model's tool-use capability, so consumers of this metadata will disable tools even though the same model is marked tool-capable in general/bedrock-mantle.json:363-366. Include tools in the supported capabilities for Converse requests.

    "type": { "primary": "chat", "supported": ["image"] },

general/bedrock.json:2152

This profile omits the model's tool-use capability, so consumers of this metadata will disable tools even though the same model is marked tool-capable in general/bedrock-mantle.json:363-366. Include tools in the supported capabilities for Converse requests.

    "type": { "primary": "chat", "supported": ["image"] },

💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.

akhilmmenon · 2026-08-19T08:47:04Z

Test Results

Config validation

All 8 model entries resolve correctly in both pricing and general configs:

--- Pricing ---
✓ us.openai.gpt-5.6-sol {"price":0.00055}
✓ global.openai.gpt-5.6-sol {"price":0.0005}
✓ us.openai.gpt-5.6-terra {"price":0.00022}
✓ in.openai.gpt-5.6-terra {"price":0.00022}
✓ global.openai.gpt-5.6-terra {"price":0.0002}
✓ us.openai.gpt-5.6-luna {"price":0.000022}
✓ in.openai.gpt-5.6-luna {"price":0.000022}
✓ global.openai.gpt-5.6-luna {"price":0.00002}

--- General ---
✓ us.openai.gpt-5.6-sol [ 'image' ]
✓ global.openai.gpt-5.6-sol [ 'image' ]
✓ us.openai.gpt-5.6-terra [ 'image' ]
✓ in.openai.gpt-5.6-terra [ 'image' ]
✓ global.openai.gpt-5.6-terra [ 'image' ]
✓ us.openai.gpt-5.6-luna [ 'image' ]
✓ in.openai.gpt-5.6-luna [ 'image' ]
✓ global.openai.gpt-5.6-luna [ 'image' ]

End-to-end verification

Tested locally against bedrock-runtime with the gateway regex fix applied. Request to us.openai.gpt-5.6-luna returns 200 OK with correct model attribution and usage tracking:

{
    "model": "us.openai.gpt-5.6-luna",
    "provider": "bedrock",
    "choices": [{"message": {"content": "Hello! How can I help you today?"}, "finish_reason": "stop"}],
    "usage": {"prompt_tokens": 8, "completion_tokens": 13, "total_tokens": 21}
}

narengogi · 2026-08-20T07:16:01Z

@akhilmmenon please resolve conflicts

…r openai-gpt-5.6-sol/terra/luna models in bedrock-runtime Co-authored-by: Cursor <cursoragent@cursor.com>

Copilot

Pull request overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated no new comments.

Suppressed comments (8)

general/bedrock.json:2121

max_tokens caps generated output, but GPT-5.6 Sol's output limit is 128,000 (as also recorded in general/openai.json:2902 and general/azure-openai.json:4252). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2131

max_tokens caps generated output, but GPT-5.6 Terra's output limit is 128,000 (as also recorded in general/openai.json:2944 and general/azure-openai.json:4312). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2136

max_tokens caps generated output, but GPT-5.6 Terra's output limit is 128,000 (as also recorded in general/openai.json:2944 and general/azure-openai.json:4312). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2151

max_tokens caps generated output, but GPT-5.6 Luna's output limit is 128,000 (as also recorded in general/openai.json:2986 and general/azure-openai.json:4372). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2146

max_tokens caps generated output, but GPT-5.6 Luna's output limit is 128,000 (as also recorded in general/openai.json:2986 and general/azure-openai.json:4372). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2116

max_tokens caps generated output, but GPT-5.6 Sol's output limit is 128,000 (as also recorded in general/openai.json:2902 and general/azure-openai.json:4252). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

This issue also appears on line 2121 of the same file.

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2126

max_tokens caps generated output, but GPT-5.6 Terra's output limit is 128,000 (as also recorded in general/openai.json:2944 and general/azure-openai.json:4312). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

This issue also appears in the following locations of the same file:

line 2131
line 2136

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

general/bedrock.json:2141

max_tokens caps generated output, but GPT-5.6 Luna's output limit is 128,000 (as also recorded in general/openai.json:2986 and general/azure-openai.json:4372). Using the 272,000 input-pricing threshold here exposes values that Bedrock cannot accept; cap this at 128,000.

This issue also appears in the following locations of the same file:

line 2146
line 2151

    "params": [{ "key": "max_tokens", "maxValue": 272000 }],

akhilmmenon requested a balanced review from Copilot August 19, 2026 08:36

akhilmmenon self-assigned this Aug 19, 2026

Copilot started reviewing on behalf of akhilmmenon August 19, 2026 08:36 View session

Copilot AI reviewed Aug 19, 2026

View reviewed changes

Comment thread general/bedrock.json

Comment thread general/bedrock.json

Comment thread general/bedrock.json

narengogi previously approved these changes Aug 20, 2026

View reviewed changes

akhilmmenon dismissed narengogi’s stale review via f5697b9 August 20, 2026 07:27

akhilmmenon force-pushed the support/8200-bedrock-cris-openai branch from 6dbe3a1 to f5697b9 Compare August 20, 2026 07:27

Added general schema and pricing changes for all supported regions fo…

2169346

…r openai-gpt-5.6-sol/terra/luna models in bedrock-runtime Co-authored-by: Cursor <cursoragent@cursor.com>

akhilmmenon force-pushed the support/8200-bedrock-cris-openai branch from f5697b9 to 2169346 Compare August 20, 2026 08:51

akhilmmenon changed the title ~~feat(bedrock): add OpenAI GPT-5.6 cross-region inference pricing and configs~~ feat: add OpenAI GPT-5.6 Sol/Terra/Luna pricing with context tiers for Bedrock CRIS Aug 20, 2026

narengogi requested a balanced review from Copilot August 21, 2026 03:05

Copilot started reviewing on behalf of narengogi August 21, 2026 03:06 View session

narengogi approved these changes Aug 21, 2026

View reviewed changes

Copilot AI reviewed Aug 21, 2026

View reviewed changes

narengogi merged commit 90d5ab3 into main Aug 21, 2026
3 checks passed

Navigation Menu

Uh oh!

feat: add OpenAI GPT-5.6 Sol/Terra/Luna pricing with context tiers for Bedrock CRIS - #891

feat: add OpenAI GPT-5.6 Sol/Terra/Luna pricing with context tiers for Bedrock CRIS#891
narengogi merged 1 commit into
mainfrom
support/8200-bedrock-cris-openai

akhilmmenon commented Aug 19, 2026 •

edited

Loading

Uh oh!

Copilot AI left a comment

Uh oh!

Uh oh!

Uh oh!

Uh oh!

akhilmmenon commented Aug 19, 2026

Uh oh!

narengogi commented Aug 20, 2026

Uh oh!

Copilot AI left a comment

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

3 participants

Uh oh!

Conversation

akhilmmenon commented Aug 19, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Summary

Models added to pricing/bedrock.json:

Models added to general/bedrock.json:

Pricing structure

Pricing source

Test plan

Uh oh!

Copilot AI left a comment

Choose a reason for hiding this comment

Pull request overview

Reviewed changes

Uh oh!

Uh oh!

Uh oh!

Uh oh!

akhilmmenon commented Aug 19, 2026

Test Results

Config validation

End-to-end verification

Uh oh!

narengogi commented Aug 20, 2026

Uh oh!

Copilot AI left a comment

Choose a reason for hiding this comment

Pull request overview

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

3 participants

akhilmmenon commented Aug 19, 2026 •

edited

Loading

Models added to `pricing/bedrock.json`:

Models added to `general/bedrock.json`: