# Bteanalytics

> B2B analytics and decision intelligence SaaS for growth and ops teams

BTE Analytics is a pure B2B SaaS stack for decision intelligence: metric trees, anomaly detection, narrative reporting, and AI briefings that ops and growth teams can share with executives without spreadsheet sprawl.

This site is a publisher. The homepage may redirect to the latest article.
Prefer Markdown: send `Accept: text/markdown` or append `/index.md` to any blog or knowledge URL.

## Start here
- [Blog](https://bteanalytics.co/blog/index.md): recent headlines
- [Knowledge Base](https://bteanalytics.co/knowledge/index.md): recent answers
- [Tools](https://bteanalytics.co/tools/): free client-side workflow tool for this site
- [Tool manifest](https://bteanalytics.co/tools/manifest.json): machine-readable tool spec (future ChatGPT Action / MCP)
- [About](https://bteanalytics.co/about/): who operates this site
- [RSS](https://bteanalytics.co/rss.xml): machine feed of recent posts
- [Sitemap](https://bteanalytics.co/sitemap.xml): full URL list
- [llms-full.txt](https://bteanalytics.co/llms-full.txt): longer index

## Recent articles
- [Churn Model Drift: Population Stability Index (PSI) Over 0.2 Retrain vs Recalibrate 2026](https://bteanalytics.co/blog/churn-model-drift-population-stability-index-psi-over-02-retrain-vs-recalibrate-2026.php/index.md)
- [Self-Hosted Llama Inference Costs: 10,000 Queries vs. Paid Cloud Break-Even](https://bteanalytics.co/blog/self-hosted-llama-inference-costs-10000-queries-vs-paid-cloud-break-even.php/index.md)
- [2026 software pricing test size: 5% minimum detectable effect, ship or wait?](https://bteanalytics.co/blog/2026-software-pricing-test-size-5-minimum-detectable-effect-ship-or-wait.php/index.md)
- [AI SaaS Reporting: GPT-4o Structured Outputs at $2.50 per Million Tokens](https://bteanalytics.co/blog/ai-saas-reporting-gpt-4o-structured-outputs-at-250-per-million-tokens.php/index.md)
- [Support Ticket Deflection: How to Benchmark Sonnet 4.5 vs GPT-5.1](https://bteanalytics.co/blog/support-ticket-deflection-how-to-benchmark-sonnet-45-vs-gpt-51.php/index.md)
- [Australian AI Project Failure Rates 2026: 70% Pilot-to-Production Gap — Governance Metrics That Predict Success](https://bteanalytics.co/blog/australian-ai-project-failure-rates-2026-70-pilot-to-production-gap-governance-metrics-that-predict-success.php/index.md)
- [How AI model drift in recommendation engines reduces marketplace GMV — and when retraining cadence restores conversion within 14 days](https://bteanalytics.co/blog/how-ai-model-drift-in-recommendation-engines-reduces-marketplace-gmv-and-when-retraining-cadence-restores-conversion-within-14-days.php/index.md)
- [Sarvam Vision 2.1: printed Indian invoice OCR adoption checklist](https://bteanalytics.co/blog/sarvam-vision-21-printed-indian-invoice-ocr-adoption-checklist.php/index.md)
- [Claude Code Custom Commands vs Skills: 50 SaaS Tasks Token Use and Speed Comparison 2026](https://bteanalytics.co/blog/claude-code-custom-commands-vs-skills-50-saas-tasks-token-use-and-speed-comparison-2026.php/index.md)
- [Fraud detection accuracy explained: 92% hides 62% false flags vs preregister](https://bteanalytics.co/blog/fraud-detection-accuracy-explained-92-hides-62-false-flags-vs-preregister.php/index.md)
- [Artificial Intelligence Project Scaling: 1 Traceability Check to Scale or Stall](https://bteanalytics.co/blog/artificial-intelligence-project-scaling-1-traceability-check-to-scale-or-stall.php/index.md)
- [Spotting Fake Business Summaries: 92% vs 61% Entailment Wins](https://bteanalytics.co/blog/spotting-fake-business-summaries-92-vs-61-entailment-wins.php/index.md)
- [Compare coding assistant tools: $3.80 per merged pull request 2026 rollout vs hold](https://bteanalytics.co/blog/compare-coding-assistant-tools-380-per-merged-pull-request-2026-rollout-vs-hold.php/index.md)
- [Bodhan AI Releases Four Indic Models for OCR, Translation and Speech](https://bteanalytics.co/blog/bodhan-ai-releases-four-indic-models-for-ocr-translation-and-speech.php/index.md)
- [Excel Formula Errors: 50,000-Row Close Triage vs Lockdown](https://bteanalytics.co/blog/excel-formula-errors-50000-row-close-triage-vs-lockdown.php/index.md)
- [Free Trial to Paid Conversion: 3 Actions in 14 Days vs Signup Volume](https://bteanalytics.co/blog/free-trial-to-paid-conversion-3-actions-in-14-days-vs-signup-volume.php/index.md)
- [Customer Support Chat Memory: Top 5 (Top-K) $4.10 vs $17.80 per 1K](https://bteanalytics.co/blog/customer-support-chat-memory-top-5-top-k-410-vs-1780-per-1k.php/index.md)
- [Sonnet 4: 12.4% Lift vs $38 per 1K Shootout Table Data](https://bteanalytics.co/blog/sonnet-4-124-lift-vs-38-per-1k-shootout-table-data.php/index.md)
- [Q1 2026 Paged vs Radix Cost per 1K for Long Prefixes](https://bteanalytics.co/blog/q1-2026-paged-vs-radix-cost-per-1k-for-long-prefixes.php/index.md)
- [Login-Decay Math: Why Churn Shows in WAU/MAU Before Sentiment](https://bteanalytics.co/blog/login-decay-math-why-churn-shows-in-waumau-before-sentiment.php/index.md)
- [Slate vs. Maverick Hybrid: The $15,435 Gap and 5-Year TCO](https://bteanalytics.co/blog/slate-vs-maverick-hybrid-the-15435-gap-and-5-year-tco.php/index.md)
- [Two-Tier Churn Detection: Alerts, Reviews, and the Latency Budget](https://bteanalytics.co/blog/two-tier-churn-detection-alerts-reviews-and-the-latency-budget.php/index.md)
- [Modeled Attribution and CAC Payback: What the Data Shows](https://bteanalytics.co/blog/modeled-attribution-and-cac-payback-what-the-data-shows.php/index.md)
- [Last-Touch Attribution: The Math, Evidence, and Better Models](https://bteanalytics.co/blog/last-touch-attribution-the-math-evidence-and-better-models.php/index.md)

## Recent answers
- [How can B2B decision intelligence for growth teams turn customer conversations into revenue?](https://bteanalytics.co/knowledge/how_can_b2b_decision_intelligence_for_growth_teams_turn_customer_conversations_into_revenue.php/index.md)
- [How can B2B analytics and decision intelligence SaaS turn growth and ops data into faster, smarter decisions?](https://bteanalytics.co/knowledge/how_can_b2b_analytics_and_decision_intelligence_saas_turn_growth_and_ops_data_into_faster_smarter_decisions.php/index.md)
- [What Should a Decision Intelligence Buyer Checklist Include for Growth and Ops Teams?](https://bteanalytics.co/knowledge/what_should_a_decision_intelligence_buyer_checklist_include_for_growth_and_ops_teams.php/index.md)
- [What Does an AI Pricing Readiness Assessment Reveal?](https://bteanalytics.co/knowledge/what_does_an_ai_pricing_readiness_assessment_reveal.php/index.md)
- [Why Is LLM Token Cost Tracking Becoming Critical for B2B AI Teams?](https://bteanalytics.co/knowledge/why_is_llm_token_cost_tracking_becoming_critical_for_b2b_ai_teams.php/index.md)
- [How Can a Decision Intelligence Platform Align Growth and Ops Teams?](https://bteanalytics.co/knowledge/how_can_a_decision_intelligence_platform_align_growth_and_ops_teams.php/index.md)
- [What Are the Best Sales Analytics Software 2026 Options for Revenue Teams?](https://bteanalytics.co/knowledge/what_are_the_best_sales_analytics_software_2026_options_for_revenue_teams.php/index.md)
- [What Makes AI Decision Intelligence Software for SaaS Essential for Growth Teams?](https://bteanalytics.co/knowledge/what_makes_ai_decision_intelligence_software_for_saas_essential_for_growth_teams.php/index.md)
- [Which B2B Revenue Analytics Platform Comparison Reveals the Best Growth Insights?](https://bteanalytics.co/knowledge/which_b2b_revenue_analytics_platform_comparison_reveals_the_best_growth_insights.php/index.md)
- [How Does a Decision Intelligence Platform ROI Improve Growth and Ops Outcomes?](https://bteanalytics.co/knowledge/how_does_a_decision_intelligence_platform_roi_improve_growth_and_ops_outcomes.php/index.md)
- [How Can a Market-Level Revenue Intelligence Platform Turn Signals Into Growth?](https://bteanalytics.co/knowledge/how_can_a_market-level_revenue_intelligence_platform_turn_signals_into_growth.php/index.md)
- [Which Enterprise Analytics SaaS Pricing Tiers Fit Growth and Ops Teams?](https://bteanalytics.co/knowledge/which_enterprise_analytics_saas_pricing_tiers_fit_growth_and_ops_teams.php/index.md)
- [How Can B2B Revenue Contribution Analytics Drive Smarter Growth?](https://bteanalytics.co/knowledge/how_can_b2b_revenue_contribution_analytics_drive_smarter_growth.php/index.md)
- [What Are the Biggest Decision Intelligence Platform Benefits for Growth Teams?](https://bteanalytics.co/knowledge/what_are_the_biggest_decision_intelligence_platform_benefits_for_growth_teams.php/index.md)
- [Can B2B creator performance analytics prove creator ROI for growth teams?](https://bteanalytics.co/knowledge/can_b2b_creator_performance_analytics_prove_creator_roi_for_growth_teams.php/index.md)
- [How Can AI Decision Intelligence for B2B Teams Turn Analytics Into Action?](https://bteanalytics.co/knowledge/how_can_ai_decision_intelligence_for_b2b_teams_turn_analytics_into_action.php/index.md)
- [Which SMB inventory planning software helps growth teams forecast demand and reduce stockouts?](https://bteanalytics.co/knowledge/which_smb_inventory_planning_software_helps_growth_teams_forecast_demand_and_reduce_stockouts.php/index.md)
- [How Is B2B Decision Intelligence Analytics SaaS Reshaping Growth and Ops Teams?](https://bteanalytics.co/knowledge/how_is_b2b_decision_intelligence_analytics_saas_reshaping_growth_and_ops_teams.php/index.md)
- [How Is B2B Analytics and Decision Intelligence SaaS Transforming Growth and Ops Teams?](https://bteanalytics.co/knowledge/how_is_b2b_analytics_and_decision_intelligence_saas_transforming_growth_and_ops_teams.php/index.md)
- [How can a B2B analytics and decision intelligence platform turn growth and ops data into faster decisions?](https://bteanalytics.co/knowledge/how_can_a_b2b_analytics_and_decision_intelligence_platform_turn_growth_and_ops_data_into_faster_decisions.php/index.md)
- [How Can B2B AI Pricing Decision Intelligence Turn Growth and Ops Data Into Margin?](https://bteanalytics.co/knowledge/how_can_b2b_ai_pricing_decision_intelligence_turn_growth_and_ops_data_into_margin.php/index.md)
- [What Should Growth and Ops Teams Look for in B2B Decision Intelligence Software?](https://bteanalytics.co/knowledge/what_should_growth_and_ops_teams_look_for_in_b2b_decision_intelligence_software.php/index.md)
- [How Can Token Spend Optimization Turn AI Usage Into Measurable ROI?](https://bteanalytics.co/knowledge/how_can_token_spend_optimization_turn_ai_usage_into_measurable_roi.php/index.md)
- [How Can Demand Planning Software for SMBs Turn Volatile Demand Into Profitable Growth?](https://bteanalytics.co/knowledge/how_can_demand_planning_software_for_smbs_turn_volatile_demand_into_profitable_growth.php/index.md)

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