Files
John Smith ac6df68d3a fix(math): enforce physical token fit invariant, eliminate virtual pool hallucinations, and unify cache scaling
- Enforce token-first fit invariant in WorkflowCalculator: require caps.basis >= requiredTokens and poolDrain.overageCost === 0 to qualify as fits
- Re-anchor Google Antigravity Ultra 20x Gemini Flash to empirical 3.0B tokens/mo (down from 18.7B virtual dollar division) and Claude Sonnet to 180M tokens/mo matching DevForth ~00/7d telemetry
- Cap Ollama Cloud Team tier at 4,500M tokens/mo (10-stream physical socket bandwidth ceiling) and Kimi Code Vivace K2.7 Code at 1,200M tokens/mo
- Unclamp negative savings in WorkflowCalculator to transparently show when plans cost more than direct API
- Integrate rate-limit lockout wage exposure into Breakeven Verdict headline to penalize severe lockout risks
- Add parsePlanCacheAssumption and symmetric cache-rate scaling to computeApplesToApples
- Fix internal credit burn rate in calculatePoolDrain when models have dedicated perModelTokenBudgets
- Add unit tests verifying 115 passing tests across 8 suites
2026-09-20 22:15:27 -04:00

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JSON

{
"id": "ollama-cloud",
"name": "Ollama Cloud",
"category": "api-provider",
"url": "https://ollama.com",
"lastVerified": "2026-09-19",
"tiers": [
{
"name": "Free",
"monthlyPrice": 0,
"limits": {
"cloudModels": "Community hosted models",
"concurrency": "1 stream",
"localUse": "Unlimited local execution"
},
"models": [
"Llama 3.2",
"Qwen 2.5 Coder 7B"
],
"estimatedTokenBudget": {
"description": "Free cloud tier (~1M tokens/mo)",
"estimatedMillionTokens": 1,
"assumptions": "Free community rate limits",
"estimateMeta": {
"sourceUrl": "https://ollama.com",
"sourceType": "research",
"confidence": "low",
"verifiedAt": "2026-09-19"
}
},
"notes": "Free tier for running local and small cloud models"
},
{
"name": "Pro",
"monthlyPrice": 20,
"annualPrice": 200,
"limits": {
"credits": "$60 cloud compute credits/mo",
"concurrency": "3 concurrent streams",
"peakSurcharge": "12:00-18:00 UTC peak rates, Mon-Fri"
},
"models": [
"DeepSeek V4.1 Flash",
"DeepSeek V4-Pro",
"MiniMax M3",
"GLM-5",
"Kimi K3"
],
"perModelTokenBudgets": {
"deepseek v4.1 flash": {
"estimatedMillionTokens": 1229.27,
"basis": "list-price-credit",
"confidence": "medium"
},
"deepseek v4-pro": {
"estimatedMillionTokens": 181.62,
"basis": "list-price-credit",
"confidence": "medium"
},
"minimax m3": {
"estimatedMillionTokens": 302.7,
"basis": "list-price-credit",
"confidence": "medium"
},
"glm-5": {
"estimatedMillionTokens": 161.02,
"basis": "list-price-credit",
"confidence": "medium"
},
"kimi k3": {
"estimatedMillionTokens": 31.4,
"basis": "list-price-credit",
"confidence": "medium"
}
},
"estimatedTokenBudget": {
"description": "$60 compute credits (~60M tokens/mo)",
"estimatedMillionTokens": 60,
"assumptions": "$60 monthly cloud credit pool",
"estimateMeta": {
"sourceUrl": "https://ollama.com",
"sourceType": "research",
"confidence": "low",
"verifiedAt": "2026-09-19"
}
},
"notes": "Pro: $60 credits/mo, 3 concurrent. 3x compute value."
},
{
"name": "Max",
"monthlyPrice": 100,
"limits": {
"credits": "$300 cloud compute credits/mo",
"concurrency": "10 concurrent streams",
"peakSurcharge": "Standard rates"
},
"models": [
"DeepSeek V4.1 Flash",
"DeepSeek V4-Pro",
"MiniMax M3",
"GLM-5",
"Kimi K3"
],
"perModelTokenBudgets": {
"deepseek v4.1 flash": {
"estimatedMillionTokens": 6146.34,
"basis": "list-price-credit",
"confidence": "medium"
},
"deepseek v4-pro": {
"estimatedMillionTokens": 908.11,
"basis": "list-price-credit",
"confidence": "medium"
},
"minimax m3": {
"estimatedMillionTokens": 1513.51,
"basis": "list-price-credit",
"confidence": "medium"
},
"glm-5": {
"estimatedMillionTokens": 805.11,
"basis": "list-price-credit",
"confidence": "medium"
},
"kimi k3": {
"estimatedMillionTokens": 157.01,
"basis": "list-price-credit",
"confidence": "medium"
}
},
"estimatedTokenBudget": {
"description": "$300 compute credits (~300M tokens/mo)",
"estimatedMillionTokens": 300,
"assumptions": "$300 monthly cloud credit pool",
"estimateMeta": {
"sourceUrl": "https://ollama.com",
"sourceType": "research",
"confidence": "low",
"verifiedAt": "2026-09-19"
}
},
"notes": "Max: $300, 10 concurrent. Priority routing."
},
{
"name": "Team",
"monthlyPrice": 500,
"limits": {
"credits": "$1,000 cloud compute credits/mo",
"concurrency": "10 concurrent streams",
"privateEndpoints": "Dedicated pods"
},
"models": [
"DeepSeek V4.1 Flash",
"DeepSeek V4-Pro",
"MiniMax M3",
"GLM-5",
"Kimi K3"
],
"perModelTokenBudgets": {
"deepseek v4.1 flash": {
"estimatedMillionTokens": 4500.0,
"basis": "list-price-credit",
"confidence": "medium"
},
"deepseek v4-pro": {
"estimatedMillionTokens": 3027.03,
"basis": "list-price-credit",
"confidence": "medium"
},
"minimax m3": {
"estimatedMillionTokens": 4500.0,
"basis": "list-price-credit",
"confidence": "medium"
},
"glm-5": {
"estimatedMillionTokens": 2683.71,
"basis": "list-price-credit",
"confidence": "medium"
},
"kimi k3": {
"estimatedMillionTokens": 523.36,
"basis": "list-price-credit",
"confidence": "medium"
}
},
"estimatedTokenBudget": {
"description": "$1,000 compute credits (~1B tokens/mo)",
"estimatedMillionTokens": 1000,
"assumptions": "$1,000 monthly credit pool (official Team plan)",
"estimateMeta": {
"sourceUrl": "https://ollama.com",
"sourceType": "research",
"confidence": "low",
"verifiedAt": "2026-09-19"
}
},
"notes": "Dedicated private pods for software development teams"
}
],
"gotchas": [
"Unused included usage does not roll over",
"Peak pricing applies 12:00-18:00 UTC Monday-Friday",
"One account per person: multiple Ollama accounts are not permitted"
],
"tosHighlights": [
"No training on cloud inference data",
"Complete open-source local runtime"
],
"dataTraining": "No",
"ipIndemnity": false,
"stackingPolicy": "prohibited",
"stackingPolicyNote": "Pricing FAQ: \"Can I have multiple Ollama accounts? No. Ollama is one account per person.\""
}