Decisionexe_seed_20261102_045q5Nov 2 14:37 UTCSeeded demo

Analyze the attached pricing data and recommend whether to raise the Pro plan price, with trade-offs.

InternalStrategic ReasoningHigh complexity~133 tokensBalanced

Simulated

Seeded demo request: the routing decision came from the real engine; execution and output are simulated.

Route taken

Snapshot at request time · policy v1

Output

Simulated output. Sonnet 5.5 was not called; a simulated provider answered.

Recommendation: raise Pro by 6–8%, not the competitor's 12%.

71% margins leave room, and the competitor's increase narrows the gap. But 38% of users name price as their top reason to switch and churn is already 2.3% monthly, so a smaller increase limits churn risk.

Trade-off: less revenue per account than a full match, in exchange for protecting the 4.1% conversion rate. Test on new signups first.

Latency: 23 s; estimated
Tokens: 133 → 1.4K; estimated
External cost: $0.00; $0.01 simulated
Evaluation: Not evaluated; simulated text

Why this route?

Best overall value in Balanced mode
Highest Balanced score: 60 vs 53 for Opus 5.5
About $0.01 for this request
Estimated external API cost $0.01; worst case $0.02 fits the session budget
More intelligence isn't always more value
Opus 5.5 adds +5 quality for 2.0× the cost; quality above the requirement counts at 35% in Balanced mode
Cheaper models fall short of the task
Considered but below the reasoning threshold: Gemma 4 12B (70), Qwen 3.5 9B (62), Haiku 5.5 (78)
Capability threshold satisfied
Quality 91 meets the 78 required for high-complexity strategic reasoning

ModelStatusQuality vs barEst. costLatencyScore

Claude Sonnet 5.5
Anthropic · general tier
Selected
91/78
Cost $0.01
Latency 18 s
Claude Opus 5.5
Anthropic · premium tier
Eligible
97/78
Cost $0.03
Latency 29 s
Gemma 4 12B
Ollama
Quality 70 is below the 78 required for high complexity
Below the quality bar
70/78
Cost $0.00
Latency 66 s
Qwen 3.5 9B
Ollama
Quality 62 is below the 78 required for high complexity
Below the quality bar
62/78
Cost $0.00
Latency 43 s
Claude Haiku 5.5
Anthropic · economical tier
Quality 78 is below the 78 required for high complexity
Below the quality bar
78/78
Cost $0.00070
Latency 9.7 s

Full reasoning

Internal data detected: internal strategy terms
Estimated external API cost $0.01; worst case $0.02 fits the session budget
Quality 91 meets the 78 required for high-complexity strategic reasoning
Highest Balanced score: 60 vs 53 for Opus 5.5
Opus 5.5 adds +5 quality for 2.0× the cost; quality above the requirement counts at 35% in Balanced mode
Considered but below the reasoning threshold: Gemma 4 12B (70), Qwen 3.5 9B (62), Haiku 5.5 (78)

Fallback chain

Opus 5.5Only models that already passed governance can be fallbacks.

Request profile

Task: Strategic Reasoning ("recommend", "trade-offs")
Complexity: High · score 67
Classification: Internal · Declared Internal; scan findings are within that level
Business risk: medium
Policy: v1

14:37:00+0.00s
RequestRequest received simulated
seeded demo workload · simulated execution
14:37:00+0.00s
ClassifySensitivity: internal simulated
Declared Internal; scan findings are within that level
14:37:00+0.01s
Route5 models considered simulated
5 permitted · 0 blocked by policy
14:37:22+22.7s
ExecuteSimulated response from Sonnet 5.5 simulated
14:37:22+22.7s
EvaluateEvaluation skipped simulated
illustrative text, not evaluated