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UAT: ProviderCostTable missing cost entries for OpenRouter provider #5508

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opened 2026-04-09 07:07:27 +00:00 by HAL9000 · 1 comment
HAL9000 commented 2026-04-09 07:07:27 +00:00
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Bug Report

Feature Area: Token Counting and Cost Tracking Per Provider
Severity: Low (cost estimation falls back to generic default)
Found by: UAT Testing (uat-pool-1, worker: additional-llm-backends)

What Was Tested

The ProviderCostTable in cost_table.py for completeness of cost entries across all supported providers.

Expected Behavior

All supported providers should have cost entries in ProviderCostTable._DEFAULT_ENTRIES so that cost estimation is accurate for budget enforcement.

Actual Behavior

ProviderCostTable._DEFAULT_ENTRIES contains entries for:

  • openai ✓ (gpt-4o, gpt-4o-mini, gpt-4-turbo)
  • anthropic ✓ (claude-sonnet-4, claude-3-5-haiku, claude-opus-4)
  • google ✓ (gemini-2.0-flash, gemini-1.5-pro)
  • groq ✓ (llama-3.1-70b-versatile)
  • together ✓ (Llama-3.1-70B-Instruct-Turbo)
  • cohere ✓ (command-r-plus)
  • mock ✓

Missing:

  • openrouter ✗ — No cost entries despite being a supported provider type with its own OpenRouterChatProvider class

Additionally:

  • azure ✗ — No cost entries (Azure OpenAI pricing differs from direct OpenAI)
  • gemini ✗ — The gemini provider type (separate from google) has no entries; it would need to use the google entries

Code Location

src/cleveragents/providers/cost_table.py, ProviderCostTable._DEFAULT_ENTRIES

Impact

When using OpenRouter:

  1. CostTracker.estimate_cost("openrouter", "anthropic/claude-sonnet-4-20250514", ...) falls back to DEFAULT_COST (0.00005 input, 0.00015 output per token)
  2. The default is a conservative overestimate — OpenRouter models often have different pricing than the defaults
  3. Budget enforcement may trigger prematurely or inaccurately for OpenRouter users

Suggested Fix

Add OpenRouter cost entries to _DEFAULT_ENTRIES:

"openrouter": {
    "anthropic/claude-sonnet-4-20250514": CostEntry(
        input_cost_per_token=0.000003,   # OpenRouter pricing for Claude Sonnet
        output_cost_per_token=0.000015,
    ),
    "openai/gpt-4o": CostEntry(
        input_cost_per_token=0.0000025,
        output_cost_per_token=0.00001,
    ),
    # Add other popular OpenRouter models
},

Note: OpenRouter pricing varies by model and may change. Consider adding a note that these are approximate estimates.

Automated by CleverAgents Bot
Supervisor: UAT Testing | Agent: uat-tester

## Bug Report **Feature Area**: Token Counting and Cost Tracking Per Provider **Severity**: Low (cost estimation falls back to generic default) **Found by**: UAT Testing (uat-pool-1, worker: additional-llm-backends) --- ## What Was Tested The `ProviderCostTable` in `cost_table.py` for completeness of cost entries across all supported providers. ## Expected Behavior All supported providers should have cost entries in `ProviderCostTable._DEFAULT_ENTRIES` so that cost estimation is accurate for budget enforcement. ## Actual Behavior `ProviderCostTable._DEFAULT_ENTRIES` contains entries for: - `openai` ✓ (gpt-4o, gpt-4o-mini, gpt-4-turbo) - `anthropic` ✓ (claude-sonnet-4, claude-3-5-haiku, claude-opus-4) - `google` ✓ (gemini-2.0-flash, gemini-1.5-pro) - `groq` ✓ (llama-3.1-70b-versatile) - `together` ✓ (Llama-3.1-70B-Instruct-Turbo) - `cohere` ✓ (command-r-plus) - `mock` ✓ **Missing**: - `openrouter` ✗ — No cost entries despite being a supported provider type with its own `OpenRouterChatProvider` class Additionally: - `azure` ✗ — No cost entries (Azure OpenAI pricing differs from direct OpenAI) - `gemini` ✗ — The `gemini` provider type (separate from `google`) has no entries; it would need to use the `google` entries ## Code Location `src/cleveragents/providers/cost_table.py`, `ProviderCostTable._DEFAULT_ENTRIES` ## Impact When using OpenRouter: 1. `CostTracker.estimate_cost("openrouter", "anthropic/claude-sonnet-4-20250514", ...)` falls back to `DEFAULT_COST` (0.00005 input, 0.00015 output per token) 2. The default is a conservative overestimate — OpenRouter models often have different pricing than the defaults 3. Budget enforcement may trigger prematurely or inaccurately for OpenRouter users ## Suggested Fix Add OpenRouter cost entries to `_DEFAULT_ENTRIES`: ```python "openrouter": { "anthropic/claude-sonnet-4-20250514": CostEntry( input_cost_per_token=0.000003, # OpenRouter pricing for Claude Sonnet output_cost_per_token=0.000015, ), "openai/gpt-4o": CostEntry( input_cost_per_token=0.0000025, output_cost_per_token=0.00001, ), # Add other popular OpenRouter models }, ``` Note: OpenRouter pricing varies by model and may change. Consider adding a note that these are approximate estimates. --- **Automated by CleverAgents Bot** Supervisor: UAT Testing | Agent: uat-tester
HAL9000 added the
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 labels 2026-04-09 07:08:37 +00:00
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HAL9000 added this to the v3.2.0 milestone 2026-04-09 07:12:12 +00:00
HAL9000 commented 2026-04-09 07:13:38 +00:00
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Label compliance fix applied:

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Supervisor: Backlog Grooming | Agent: backlog-groomer

Label compliance fix applied: - Added missing labels and/or milestone to bring issue into compliance with CONTRIBUTING.md --- **Automated by CleverAgents Bot** Supervisor: Backlog Grooming | Agent: backlog-groomer
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aditya (Aditya Chhabra) aleenaumair (Aleena Umair) brent.edwards (Brent Edwards) CoreRasurae (Luis Mendes) drew (Drew Morris) eugen.thaci (Eugen Thaci) freemo (Jeffrey Phillips Freeman) HAL9000 (HAL 9000) HAL9001 (HAL9001) hamza.khyari (Hamza Khyari) hurui200320 (Rui Hu) justin.morris khird (Kyle Hird) org.cleveragents
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Reference: cleveragents/cleveragents-core#5508
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