Index › Finance › Equity and corporate › ESG and carbon reporting › Small business · September 2026 Edition
ESG and carbon reporting for small business buyers
Asked as “ESG reporting software”, and as “carbon accounting platform”, on behalf of a small B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
41%
Clear leader
41Greenly13ExecutESG09Persefoni37others
41% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each
Sweep vs CoolsetSweep vs EcoOnline ESGSweep vs PersefoniSweep vs Workiva ESGGreenly vs NovistoGreenly vs Plan AGreenly vs CoolsetGreenly vs EcoOnline ESGGreenly vs PersefoniGreenly vs Workiva ESGNovisto vs Plan ANovisto vs CoolsetNovisto vs EcoOnline ESGNovisto vs PersefoniNovisto vs Workiva ESGPlan A vs CoolsetPlan A vs EcoOnline ESGPlan A vs PersefoniPlan A vs Workiva ESGCoolset vs EcoOnline ESGCoolset vs PersefoniCoolset vs Workiva ESGEcoOnline ESG vs PersefoniEcoOnline ESG vs Workiva ESGPersefoni vs Workiva ESG
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12W13
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Greenly41%
Greenly41%02ExecutESG13%
ExecutESG13%03Sustain.Life9%
Sustain.Life9%04Persefoni9%
Persefoni9%05Wardn7%
Wardn7%06Aclymate4%
Aclymate4%07Coolset0%
Coolset0%08Sweep0%
Sweep0%09Novisto0%
Novisto0%10Diligent ESG0%
Diligent ESG0%11Watershed0%
Watershed0%12IBM Envizi0%
IBM Envizi0%13Workiva ESG0%
What they warned about
Three of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Workiva ESG
96%
26 of 27 labels negative · 10 of 12 models · 9 hard negative
“Avoid: Massive, blank-canvas enterprise tools (like Workiva or CCH Tagetik)... avoid large-enterprise solutions (like Workiva, Diligent, or Sphera)” Gemini 3.5 Flash, scale prompt
IBM Envizi100%
13 of 13 labels negative · 7 of 12 models · 8 hard negative
“G2 reviewers consistently cite high cost and a difficult setup process as major barriers for smaller organizations.” DeepSeek V4 Flash, negative prompt
Diligent ESG80%
8 of 10 labels negative · 7 of 12 models · 5 hard negative
“Enterprise tools (Workiva, Diligent, Envizi, Watershed) run $30k–$400k/yr — completely out of your league.” DeepSeek V4 Flash, scale prompt
SpheraCloud Corporate Sustainability100%
8 of 8 labels negative · 7 of 12 models · 4 hard negative
“Why to avoid: Sphera explicitly targets organizations with 5,000+ employees ... making it a poor fit for a small business” GLM 4.7 FlashX, negative prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
66 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 997 links across 235 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Coolset32 answers · 38 citations · 11 models
30 answers · 30 citations · 10 models
vendor site · Guideflow28 answers · 28 citations · 11 models
vendor site · G226 answers · 37 citations · 10 models
vendor site · Wardn25 answers · 42 citations · 10 models
21 answers · 25 citations · 8 models
vendor site · ExecutESG20 answers · 38 citations · 7 models
20 answers · 20 citations · 11 models
16 answers · 17 citations · 9 models
vendor site · Emission Twin15 answers · 15 citations · 8 models
13 answers · 19 citations · 6 models
vendor site · Emerald Power13 answers · 16 citations · 7 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
30 answers · 11 models
28 answers · 10 models
28 answers · 11 models
20 answers · 11 models
19 answers · 9 models
18 answers · 9 models
16 answers · 6 models
15 answers · 7 models
13 answers · 8 models
12 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best esg reporting software”, “esg reporting platforms”, “esg reporting software”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Greenly greenly.earth | 41% | 89 | 2,900 | 28 | 130,546 | 26 | ||
| ExecutESG executesg.com | 13% | 4 | 10 | 0 | 4 | |||
| Sustain.Life workiva.com | 9% | 26 | 390 | 0 | 58,186 | $23 | 64 | 1 |
| Persefoni persefoni.com | 9% | 81 | 1,300 | 23 | 8,274 | $3 | 26 | 7 |
| Wardn wardn.com | 7% | 30 | 0 | 2 | ||||
| Aclymate aclymate.com | 4% | 7 | 110 | 0 | 380 | 9 | ||
| Emerald Power emeraldpower.io | 2% | 10 | 140 | 335 | 16 | |||
| Code Gaia codegaia.io | 2% | 4 | ||||||
| Multiplye multiplye.ai | 2% | 1 | ||||||
| KEY ESG keyesg.com | 2% | 7 | 4 |
Google's top ten for the three searches hold 20 sites; 1 of them are among the sites the models cited here (gartner.com). The first result for “best esg reporting software” is workiva.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best ESG reporting software for a small B2B company?”Paraphrase“Which carbon accounting platform would you recommend to a small business that sells to other businesses?”Comparative“What are the top ESG reporting platforms for a small team and how do they differ?”Budget-constrained“What is the best ESG reporting software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a ESG reporting software. What should we look at?”Negative“Which ESG reporting platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5GreenlyGreenlyHeldGreenlyGreenlyno first choicenothing named
Two alternatives
ESGenius!, today.greenTwo alternatives
Plan A, SeedlingTwo alternatives
Materiality Master, Prophix OneTwo alternatives
Sustain.Life, WardnGPT-5.4 miniKEY ESG, Tekmonagainst: SpheraCloud Corporate Sustainability, Workiva ESGGreenlyChangedFutureproof, KEY ESGagainst: Diligent ESG, Workiva ESGPersefoniagainst: Diligent ESG, Workiva ESGno first choicenothing named
One alternative
Precoro ESGTwo alternatives
Seedling, Workiva CarbonTwo alternatives
Novisto, WatershedOne alternative
NovistoGemini 3.5 FlashGreenly, Sustain.Lifeagainst: IBM Envizi, Workiva ESGGreenlyChangedno first choiceExecutESGagainst: IBM Envizi, SpheraCloud Corporate Sustainability, Workiva ESGSustain.Lifeagainst: CCH Tagetik, Diligent ESG, SpheraCloud Corporate Sustainability, Workiva ESGagainst: Nasdaq OneReport, SAP Sustainability Control Tower, Salesforce Net Zero Cloud, Wolters Kluwer, Workiva ESG
Four alternatives
Aclymate, Climate Essentials, Coolset, SeedlingTwo alternatives
Aclymate, SeedlingFour alternatives
EFRAG's Free Excel Template, ESG Lift, Greenly, Sustain.LifeThree alternatives
Coolset, Mitti, SweepPerplexity SonarGreenlyagainst: Workiva ESGGreenlyHeldGreenlyagainst: Workiva ESGAclymate, Greenlyagainst: Workiva ESGno first choiceagainst: Greenly, IBM Envizi, SpheraCloud Corporate Sustainability, Workiva ESG
One alternative
AclymateFour alternatives
CarbonTool, Ecologi, SageEarth, SeedlingThree alternatives
Coolset, Diligent ESG, NovataTwo alternatives
Emerald Power, PersefoniGrok 4.20Code Gaiaagainst: Diligent ESG, Novata, SpheraCloud Corporate Sustainability, Workiva ESGEcoHedgeChangedagainst: GreenlyAclymate, Greenlyagainst: Code Gaia, SAP Sustainability Control Tower, Workiva ESGExecutESGno first choiceagainst: Novisto, Position Green, Pulsora, SAP Sustainability Control Tower, Workiva ESG
Two alternatives
Greenly, WardnThree alternatives
Coolset, Persefoni, SeedlingThree alternatives
Coolset, Plan A, WardnThree alternatives
ImpactOS, Sustain.Life, SustainovaMistral SmallGreenly, WardnGreenlyChangedCode Gaia, Greenlyagainst: FigBytes, IBM EnviziSustain.Lifeno first choiceagainst: Diligent ESG, FigBytes, IBM Envizi, Novisto, Persefoni, Position Green, SINAI Technologies, Sweep, Workiva ESG
Four alternatives
Coolset, Normative, SageEarth, SeedlingTwo alternatives
APLANET, EcoOnline ESGTwo alternatives
Aclymate, GreenlyDeepSeek V4 FlashGreenlyagainst: Sustain.LifeAclymateChangedagainst: IBM Envizi, Microsoft Cloud for Sustainability, Persefoni, Plan A, Watershed, Workiva ESGWardnagainst: IBM Envizi, Persefoni, Sweep, Watershed, Workiva ESGPersefoniagainst: Benchmark Gensuite, Cority, IBM Envizi, Novisto, SpheraCloud Corporate Sustainability, WatershedExecutESGagainst: Diligent ESG, IBM Envizi, Sweep, Watershed, Workiva ESGagainst: IBM Envizi, Persefoni, Position Green, Pulsora, Workiva ESG
Two alternatives
ExecutESG, GreenScoreOne alternative
GreenlyTwo alternatives
Greenly, Sustain.LifeFour alternatives
Aclymate, Eevery, Greenly, Sustain.LifeThree alternatives
Climefy, ESG Lift, Sustain.LifeLlama 4 Maverickno first choiceno first choiceHeldNovataSustain.Lifeno first choiceagainst: Novisto, Position Green, Pulsora, Workiva ESG
Five alternatives
CarbonAnalytics, CarbonBoard, Multiplye, Our Carbon, SustraxTwo alternatives
FineReport, GreenlyThree alternatives
Benchmark Gensuite, Coolset, WardnQwen 3.7 FlashGreenly, WardnEmerald PowerChangedagainst: Persefoni, WatershedGreenlyagainst: Diligent ESG, Workiva ESGPersefoniagainst: SweepGreenlyagainst: SAP Sustainability Control Tower, Watershed, Workiva ESGagainst: Microsoft Dynamics, Oracle, SAP Sustainability Control Tower, Salesforce Net Zero Cloud
Two alternatives
Normative, PersefoniThree alternatives
Greenly, Normative, SeedlingThree alternatives
Coolset, Emerald Power, WardnTwo alternatives
Aclymate, Sustain.LifeThree alternatives
Diligent ESG, Oryzon, PersefoniKimi K2Greenly, MultiplyePersefoniChangedCarbonTool, Wardnagainst: CoolsetExecutESGGreenlyagainst: Diligent ESG, IBM Envizi, Persefoni, SAP Sustainability Control Tower, Salesforce Net Zero Cloud, SpheraCloud Corporate Sustainability, Watershed, Workiva ESGagainst: Benchmark Gensuite, Diligent One Platform, Enablon, Novisto, Position Green, Pulsora, SAP Sustainability Control Tower, Workiva ESG
Two alternatives
Plan A, SweepThree alternatives
Emitwise, Greenly, SweepThree alternatives
Greenly, Persefoni, SweepThree alternatives
EFRAG Excel Template, ESG Lift, MultiplyeFive alternatives
Coolset, Emerald Power, Sustain.Life, Sweep, WardnGLM 4.7 FlashXGreenlyTrackZeroChangedGreenlyExecutESGagainst: IBM Envizino first choiceagainst: Arabesque S-Ray, Benchmark Gensuite, SpheraCloud Corporate Sustainability, Watershed
Seven alternatives
Emerald Power, Esgrid, ExecutESG, Greenomy, Multiplye, Sustain.Life, WardnTwo alternatives
CO2 AI, GreenlyThree alternatives
Aclymate, Emerald Power, SweepTwo alternatives
Spreadsheets, SweepMiniMax M2.5WardnGreenlyChangedCoolsetagainst: Novisto, SAP Sustainability Control Tower, Workiva ESGExecutESG, Greenly, Sustainovano first choiceagainst: Coolset, EcoVadis, IBM Envizi, Persefoni, SAP Sustainability Control Tower, Salesforce Net Zero Cloud, Watershed, Workiva ESG
Two alternatives
Greenly, Sustain.LifeTwo alternatives
CarbonBoard, SeedlingSix alternatives
APLANET, Code Gaia, EcoOnline ESG, ExecutESG, Horizon ESG, ImpactOSTwo alternatives
CSRD Pro, ImpactOSBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:48 | yes | 9 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:31 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:15 | yes | 15 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 20:11 | yes | 20 | 7 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:24 | yes | 34 | 21 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:56 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:16 | yes | 22 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:24 | yes | 5 | 4 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:48 | yes | 7 | 40 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:33 | yes | 18 | 51 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:33 | yes | 14 | 56 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:08 | yes | 13 | 47 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:48 | yes | 17 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:13 | yes | 2 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:19 | yes | 14 | 50 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 17:59 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:40 | yes | 35 | 18 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:49 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 19:57 | yes | 30 | 44 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:12 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:49 | yes | 9 | 28 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:18 | yes | 12 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:05 | yes | 27 | 56 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:29 | yes | 10 | 25 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:11 | yes | 15 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:29 | yes | 6 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:14 | no | 0 | 6 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 19:26 | yes | 20 | 11 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:20 | yes | 40 | 19 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:30 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:47 | yes | 25 | 76 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:11 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:48 | yes | 9 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:43 | yes | 19 | 45 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:19 | yes | 23 | 47 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:54 | yes | 8 | 21 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 21:06 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:03 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:17 | yes | 19 | 55 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 20:52 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:02 | yes | 35 | 20 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:46 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:47 | yes | 19 | 19 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:54 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:22 | yes | 5 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:35 | yes | 17 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:37 | yes | 23 | 289 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:09 | yes | 7 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:10 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 21:01 | no | 0 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:57 | yes | 11 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:08 | yes | 20 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:15 | yes | 19 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:37 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:52 | yes | 19 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:15 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:22 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:18 | yes | 15 | 60 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:48 | yes | 14 | 54 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:16 | no | 0 | 8 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:14 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:51 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:19 | yes | 14 | 52 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 19:08 | yes | 17 | 9 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:42 | yes | 31 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:03 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:50 | yes | 25 | 64 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:44 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:52 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:52 | yes | 12 | 29 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:01 | yes | 34 | 67 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:09 | yes | 20 | 35 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Diligent read as Diligent ESG
Gensuite (Benchmark ESG) read as Benchmark Gensuite
SAP read as SAP Sustainability Control Tower
Salesforce read as Salesforce Net Zero Cloud
Sphera read as SpheraCloud Corporate Sustainability
Workiva read as Workiva ESG
Unresolved, counted raw
Arabesque S-Ray
CO2 AI
CSRD Pro
Climatiq API
Climefy
Cloud Carbon Footprint
EFRAG Excel Template
EFRAG's Free Excel Template
EcoDiligence
Enabl
Esgrid
GreenScore
Higg
Nasdaq OneReport
Oryzon
Our Carbon
Precoro ESG
Purvitive
Sustrax
Tekmon
TrackZero
diginexESG
today.green
Discontinued, still offered
No shut-down product was recommended here.