# Sphera: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 11 judge labels across 1 categories by 9 of 14 models. Page: https://finance-ai-index.com/vendors/sphera/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ESG and carbon reporting | 0% | 27 | 18% | 11 |

## What the models said for it

- "Best for: Industrial mid-market companies where physical safety risks and environmental emissions are closely linked." (Qwen 3.7 Flash, ESG and carbon reporting)
- "Often a fit for companies focused on sustainability data, EHS, and supply-chain/environmental performance" (GPT-5.4 mini, ESG and carbon reporting)
- "for mid-market (100-1,000), Sphera, Greenstone, and Sweep" (Claude Haiku 4.5, ESG and carbon reporting)
- "A natural fit for industrial or asset-heavy businesses." (GPT-6 Luna, ESG and carbon reporting)

## And against it

- "Enterprise platforms like Sphera, IBM Envizi, or Diligent ESG are often overkill (and overpriced) for companies under ~500 employees" (DeepSeek V4 Flash, ESG and carbon reporting)
- "enterprise platforms like Workiva, Sphera, or Enverus are frequently criticized for their steep learning curves" (Qwen 3.7 Flash, ESG and carbon reporting)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- ESG and carbon reporting: 0% to 0%, ±0. Inside the floor by 10 points · rank 23 → 27 of 110.

## In its own words

What Sphera's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Unify risk, safety and sustainability with Sphera’s AI-powered Operational Intelligence Platform to drive compliance, resilience and smarter performance. (https://sphera.com/)
- For: business (https://sphera.com/)
- Hosting: Global

## What it publishes

Every page sphera.com exposes, read 2026-09-29: 2207 addresses. By kind, pages and the last 90 days:

- blog: 539 pages, 8 in the last 90 days, latest 2026-09-24
- case study: 93 pages, 3 in the last 90 days, latest 2026-09-02
- webinar or virtual event: 201 pages, 0 in the last 90 days, latest 2025-09-05
- conference or event: 150 pages, 0 in the last 90 days, latest 1970-01-01
- report or ebook: 165 pages, 2 in the last 90 days, latest 2026-09-15
- comparison: 5 pages, 0 in the last 90 days, latest 2024-03-13
- template or tool: 21 pages, 0 in the last 90 days, latest 2025-10-15
- glossary or explainer: 55 pages, 1 in the last 90 days, latest 2026-08-31
- podcast or video: 61 pages, 0 in the last 90 days, latest 2025-03-07
- news or press: 279 pages, 4 in the last 90 days, latest 2026-09-22
- Recent: 2026-09-24 blog: Psa for csrd and portfolio strategy https://sphera.com/resources/blog/psa-for-csrd-and-portfolio-strategy/
- Recent: 2026-09-22 news or press: Ai powered sustainability capabilities helps sustainability leaders shift from reporting https://sphera.com/company/news/ai-powered-sustainability-capabilities-helps-sustainability-leaders-shift-from-reporting/
- Recent: 2026-09-15 blog: Your rare earth exposure may be invisible https://sphera.com/resources/blog/your-rare-earth-exposure-may-be-invisible/
- Recent: 2026-09-15 report or ebook: Five ways your environmental compliance process is failing you https://sphera.com/resources/white-paper/five-ways-your-environmental-compliance-process-is-failing-you/
- Recent: 2026-09-11 blog: Anticipate and act the importance of scenario analysis in times of uncertainty https://sphera.com/resources/insights-blog/anticipate-and-act-the-importance-of-scenario-analysis-in-times-of-uncertainty/
- Recent: 2026-09-04 blog: Minings confidence gap are your controls working https://sphera.com/resources/blog/minings-confidence-gap-are-your-controls-working/

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.