Smart LLM Picker

fomo2 dispatches LLM calls to different providers based on the task at hand. Cheap, frequent calls (dedup, narratives) run on small Ollama Cloud models; the smartest calls reserve Gemini 2.5 Pro. This page shows the current routing, the OpenRouter leaderboard, and the closest Ollama Cloud match for each ranked model.

← Back to Costs Refresh rankings Default provider: ollama · Configured: ollama, gemini, openrouter · Fallback: on

Current Task Routing

Edit provider/model below to override routing live. Saved overrides persist across restarts via Redis (key fomo2:llm:routing_overrides). Sources: default yaml runtime

Task kind Provider Model Source
dedup default
default default
embedding default
enrich default
goal_default default
goal_pro default
narrative default
prediction_scoring default
validation default
watcher default
wizard default

Task → Model → Cost (last 24h)

What each task tier actually used + spent over the last 24h. Total: €0.0000 across 17 LLM calls. Ollama Cloud is a flat $20/month subscription — its rows show $0 marginal cost. Gemini is pay-per-use, so its rows reflect real spend.

Task Top model Calls (top) Total calls Cost (24h)
goal_pro kimi-k2:1t-cloud 3 3 €0.0000
goal_default gpt-oss:120b-cloud 12 12 €0.0000
narrative gpt-oss:20b-cloud 2 2 €0.0000

Provider Circuit Breakers

No breaker state recorded yet — no failures observed since startup.

OpenRouter Rankings → Ollama Cloud Match

# OpenRouter model Ctx Prompt ($/1M) Compl ($/1M) Ollama Cloud match fomo2 task kinds
1 Anthropic: Claude Sonnet 4
anthropic/claude-sonnet-4
1,000,000 $3.000 $15.000 no Ollama equivalent
2 Anthropic: Claude Opus 4
anthropic/claude-opus-4
200,000 $15.000 $75.000 no Ollama equivalent
3 Google: Gemini 2.5 Pro
google/gemini-2.5-pro
1,048,576 $1.250 $10.000 no Ollama equivalent
4 Google: Gemini 2.5 Flash
google/gemini-2.5-flash
1,048,576 $0.300 $2.500 no Ollama equivalent
5 OpenAI: GPT-4o
openai/gpt-4o
128,000 $2.500 $10.000 no Ollama equivalent
6 OpenAI: GPT-4o-mini
openai/gpt-4o-mini
128,000 $0.150 $0.600 no Ollama equivalent
7 OpenAI: gpt-oss-120b
openai/gpt-oss-120b
131,072 $0.039 $0.180 gpt-oss:120b-cloud default goal_default validation wizard
8 OpenAI: gpt-oss-20b
openai/gpt-oss-20b
131,072 $0.030 $0.140 gpt-oss:20b-cloud dedup enrich narrative
9 DeepSeek: DeepSeek V3
deepseek/deepseek-chat
163,840 $0.320 $0.890 deepseek-v3.1:671b-cloud
10 MoonshotAI: Kimi K2 0711
moonshotai/kimi-k2
131,072 $0.570 $2.300 kimi-k2:1t-cloud goal_pro
11 Meta: Llama 3.3 70B Instruct
meta-llama/llama-3.3-70b-instruct
131,072 $0.100 $0.320 qwen3-coder:480b-cloud prediction_scoring watcher
12 Mistral Large
mistralai/mistral-large
128,000 $2.000 $6.000 no Ollama equivalent
13 AI21: Jamba Large 1.7
ai21/jamba-large-1.7
256,000 $2.000 $8.000 no Ollama equivalent
14 AionLabs: Aion-1.0
aion-labs/aion-1.0
131,072 $4.000 $8.000 no Ollama equivalent
15 AionLabs: Aion-1.0-Mini
aion-labs/aion-1.0-mini
131,072 $0.700 $1.400 no Ollama equivalent
16 AionLabs: Aion-2.0
aion-labs/aion-2.0
131,072 $0.800 $1.600 no Ollama equivalent
17 AionLabs: Aion-RP 1.0 (8B)
aion-labs/aion-rp-llama-3.1-8b
32,768 $0.800 $1.600 no Ollama equivalent
18 AlfredPros: CodeLLaMa 7B Instruct Solidity
alfredpros/codellama-7b-instruct-solidity
4,096 $0.800 $1.200 no Ollama equivalent
19 Tongyi DeepResearch 30B A3B
alibaba/tongyi-deepresearch-30b-a3b
131,072 $0.090 $0.450 no Ollama equivalent
20 AllenAI: Olmo 3 32B Think
allenai/olmo-3-32b-think
65,536 $0.150 $0.500 no Ollama equivalent
21 Amazon: Nova 2 Lite
amazon/nova-2-lite-v1
1,000,000 $0.300 $2.500 no Ollama equivalent
22 Amazon: Nova Lite 1.0
amazon/nova-lite-v1
300,000 $0.060 $0.240 no Ollama equivalent
23 Amazon: Nova Micro 1.0
amazon/nova-micro-v1
128,000 $0.035 $0.140 no Ollama equivalent
24 Amazon: Nova Premier 1.0
amazon/nova-premier-v1
1,000,000 $2.500 $12.500 no Ollama equivalent
25 Amazon: Nova Pro 1.0
amazon/nova-pro-v1
300,000 $0.800 $3.200 no Ollama equivalent
26 Magnum v4 72B
anthracite-org/magnum-v4-72b
32,768 $3.000 $5.000 no Ollama equivalent
27 Anthropic: Claude 3 Haiku
anthropic/claude-3-haiku
200,000 $0.250 $1.250 no Ollama equivalent
28 Anthropic: Claude 3.5 Haiku
anthropic/claude-3.5-haiku
200,000 $0.800 $4.000 no Ollama equivalent
29 Anthropic: Claude Haiku 4.5
anthropic/claude-haiku-4.5
200,000 $1.000 $5.000 no Ollama equivalent
30 Anthropic: Claude Opus 4.1
anthropic/claude-opus-4.1
200,000 $15.000 $75.000 no Ollama equivalent
31 Anthropic: Claude Opus 4.5
anthropic/claude-opus-4.5
200,000 $5.000 $25.000 no Ollama equivalent
32 Anthropic: Claude Opus 4.6
anthropic/claude-opus-4.6
1,000,000 $5.000 $25.000 no Ollama equivalent
33 Anthropic: Claude Opus 4.6 (Fast)
anthropic/claude-opus-4.6-fast
1,000,000 $30.000 $150.000 no Ollama equivalent
34 Anthropic: Claude Opus 4.7
anthropic/claude-opus-4.7
1,000,000 $5.000 $25.000 no Ollama equivalent
35 Anthropic: Claude Opus 4.7 (Fast)
anthropic/claude-opus-4.7-fast
1,000,000 $30.000 $150.000 no Ollama equivalent
36 Anthropic: Claude Sonnet 4.5
anthropic/claude-sonnet-4.5
1,000,000 $3.000 $15.000 no Ollama equivalent
37 Anthropic: Claude Sonnet 4.6
anthropic/claude-sonnet-4.6
1,000,000 $3.000 $15.000 no Ollama equivalent
38 Arcee AI: Coder Large
arcee-ai/coder-large
32,768 $0.500 $0.800 no Ollama equivalent
39 Arcee AI: Maestro Reasoning
arcee-ai/maestro-reasoning
131,072 $0.900 $3.300 no Ollama equivalent
40 Arcee AI: Spotlight
arcee-ai/spotlight
131,072 $0.180 $0.180 no Ollama equivalent

Source: openrouter.ai/rankings + /api/v1/models. Cached for 24h.

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