Sales gamification for enterprise buyers
Asked as “sales gamification platform”, and as “sales leaderboard and competition tool”, on behalf of an enterprise B2B company. 43 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
49%
Clear leader
49Spinify47Ambition02Centrical02others
49% of first choices, clear leader.
Since October 2026▲+11Since October 2026: 38% → 49%, +11 points. Inside the 11-point floor: within noise.Spinify held the lead, +11 points on 38%, inside the 11-point floor.
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.
Small business
Spinify42%Clear leader▼−9Since October 2026: 51% → 42%, −9 points. Inside the 11-point floor: within noise.Standing →Mid-marketSpinify31%Contested=heldSince October 2026: 31% → 31%, ±0 points. Inside the 11-point floor: within noise.Standing →EnterpriseSpinify49%Clear leader▲+11Since October 2026: 38% → 49%, +11 points. Inside the 11-point floor: within noise.This page
Spinify42%Clear leader▼−9Since October 2026: 51% → 42%, −9 points. Inside the 11-point floor: within noise.Standing →Mid-marketSpinify31%Contested=heldSince October 2026: 31% → 31%, ±0 points. Inside the 11-point floor: within noise.Standing →EnterpriseSpinify49%Clear leader▲+11Since October 2026: 38% → 49%, +11 points. Inside the 11-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Spinify49%12%67endorsed leader▲+11Since October 2026: 38% → 49%, +11 points. Inside the 11-point floor: within noise.38% → 49%
Spinify49%12%67endorsed leader▲+11Since October 2026: 38% → 49%, +11 points. Inside the 11-point floor: within noise.38% → 49%02
Ambition47%16%67endorsed leader▲+11Since October 2026: 36% → 47%, +11 points. Inside the 11-point floor: within noise.36% → 47%
Ambition47%16%67endorsed leader▲+11Since October 2026: 36% → 47%, +11 points. Inside the 11-point floor: within noise.36% → 47%03
Centrical2%7%30accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Centrical2%7%30accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the five products at 0%, ordered by negative rate
08
Hoopla0%50%18criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Hoopla0%50%18criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%04
SalesScreen0%30%61criticized challenger▼−13Since October 2026: 13% → 0%, −13 points. Past the 11-point floor: movement.13% → 0%
SalesScreen0%30%61criticized challenger▼−13Since October 2026: 13% → 0%, −13 points. Past the 11-point floor: movement.13% → 0%05
LevelEleven0%22%37accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
LevelEleven0%22%37accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%07
Plecto0%21%29accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Plecto0%21%29accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%06
SmartWinnr0%8%24accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
SmartWinnr0%8%24accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
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 enterprise.
All twenty-one head-to-head pages: the top seven products, each against each
Spinify vs OneUp SalesSpinify vs PlectoSpinify vs Zoho MotivatorSalesScreen vs PointagramSalesScreen vs AmbitionSalesScreen vs OneUp SalesSalesScreen vs PlectoSalesScreen vs Zoho MotivatorPointagram vs AmbitionPointagram vs OneUp SalesPointagram vs PlectoPointagram vs Zoho MotivatorAmbition vs OneUp SalesAmbition vs PlectoAmbition vs Zoho MotivatorOneUp Sales vs PlectoOneUp Sales vs Zoho MotivatorPlecto vs Zoho Motivator
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 →
0102030405060708Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Spinify49%
Spinify49%02Ambition47%
Ambition47%03Centrical2%
Centrical2%04SalesScreen0%
SalesScreen0%05LevelEleven0%
LevelEleven0%06SmartWinnr0%
SmartWinnr0%07Plecto0%
Plecto0%08Hoopla0%
Hoopla0%What they warned about
Nine of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Llama 4 Maverick, Qwen 3.7 Flash, MiniMax M2.5 and Muse Glimmer 30B 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.
SalesScreen30%
18 of 61 labels negative · 11 of 14 models · 1 hard negative
“large enterprises should be cautious about or avoid the following sales gamification platforms... SalesScreen: Users report data management issues, a steep learning curve” Mistral Small, negative prompt
Ambition16%
11 of 67 labels negative · 10 of 14 models · 1 hard negative
“considered "what to avoid on a budget" by some models” Llama 4 Maverick, negative prompt
LevelEleven22%
8 of 37 labels negative · 8 of 14 models · 1 hard negative
“Avoid unless Salesforce is genuinely the system of record.” Perplexity Sonar, negative prompt
Spinify12%
8 of 67 labels negative · 7 of 14 models · 2 hard negative
“Avoid if your org needs flawless multi-jurisdictional compliance or minimal admin overhead.” Grok 4.20, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
77 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 899 links across 164 sites, every framing counted. Ranked by the number of answers carrying the site or page. 42 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
56 answers · 155 citations · 13 models
vendor site · Spinify32 answers · 59 citations · 11 models
29 answers · 29 citations · 11 models
21 answers · 24 citations · 10 models
vendor site · Guideflow21 answers · 21 citations · 10 models
vendor site · Play2Sell20 answers · 32 citations · 11 models
vendor site · Prospeo20 answers · 27 citations · 8 models
20 answers · 20 citations · 9 models
vendor site · Leaderboarded18 answers · 23 citations · 11 models
vendor site · SalesScreen18 answers · 23 citations · 9 models
18 answers · 18 citations · 9 models
vendor site · GetApp15 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.
34 answers · 11 models
29 answers · 11 models
22 answers · 12 models
21 answers · 10 models
20 answers · 8 models
19 answers · 9 models
18 answers · 9 models
13 answers · 7 models
12 answers · 8 models
12 answers · 7 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 sales gamification platform”, “sales gamification platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| Spinify spinify.com | 49% | 209 | 720 | 4 | 2,417 | 2 | 3 | |
| Ambition ambition.com | 47% | 183 | 135,000 | 7,817 | 23,985 | |||
| Centrical centrical.com | 2% | 49 | 1,300 | 9,937 | 6,265 | $1,170 | 12 | |
| Salesforce parent site Salesforce Spiff 2% | 2% | 139 | 550,000 | 60,632 | ||||
| SalesScreen salesscreen.com | 0% | 183 | 720 | 2 | 2,593 | 3 | 4 | |
| LevelEleven leveleleven.com | 0% | 79 | 210 | 0 | ||||
| SmartWinnr smartwinnr.com | 0% | 63 | 260 | 7 | 874 | 2 | ||
| Plecto plecto.com | 0% | 84 | 590 | 6 | 7,570 | |||
| Rallyware | 0% | |||||||
| OneUp Sales oneupsales.com | 0% | 34 | 30 | 2 |
Google's top ten for the two searches hold 9 sites; 3 of them are among the sites the models cited here (g2.com, salesscreen.com, spinify.com). The first result for “best sales gamification platform” is reddit.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 sales gamification platform for an enterprise B2B company?”Paraphrase“Which sales leaderboard and competition tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade sales gamification platforms and how do they differ?”Budget-constrained“What is the best sales gamification platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a sales gamification platform. What should we look at?”Negative“Which sales gamification platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5AmbitionAmbitionHeldAmbitionSpinifyagainst: Leaderboardedno first choiceagainst: Ambition, LevelEleven, SalesScreen, Spinify
One alternative
SpinifyThree alternatives
Hoopla, LevelEleven, SalesHoodFour alternatives
Centrical, LevelEleven, SalesScreen, SpinifyTwo alternatives
Ambition, PlectoGPT-5.4 miniSpinifyagainst: CentricalAmbitionChangedAmbitionSpinifyno first choicenothing named
Two alternatives
SalesScreen, SmartWinnrThree alternatives
Centrical, SalesScreen, SpinifyThree alternatives
SalesScreen, SmartWinnr, SpinifyOne alternative
AmbitionGemini 3.5 FlashAmbitionAmbitionHeldAmbitionSpinifyno first choiceagainst: Axonify, Centrical
Three alternatives
LevelEleven, SalesScreen, SpinifyThree alternatives
Centrical, LevelEleven, SalesScreenFive alternatives
Centrical, LevelEleven, Plecto, SalesScreen, SpinifyTwo alternatives
Ambition, CentricalPerplexity SonarAmbitionAmbitionHeldAmbition, SalesScreen, SpinifySpinifyagainst: Ambition, Hoopla, SalesScreenno first choiceagainst: Bunchball, Gametize, Hoopla, LevelEleven, Mambo.IO, Plecto, Pointagram, SalesScreen, Spinify
One alternative
SalesScreenThree alternatives
SalesScreen, Spinify, SpotioFour alternatives
Centrical, Hoopla, LevelEleven, PlectoGrok 4.20SpinifySpinifyHeldagainst: Hoopla, Leaderboarded, MakeTheBoardSalesScreen, Spinifyagainst: OneUpCentricalagainst: Ambition, OneUp Sales, Plecto, SalesScreen, SmartWinnrSpinifyagainst: Badgeville, Bunchball, Hoopla, LevelEleven, SalesScreen, Spinify
Two alternatives
Centrical, SalesScreenTwo alternatives
Ambition, SalesScreenFive alternatives
Ambition, Centrical, Plecto, Rallyware, SmartWinnrOne alternative
SpinifyFour alternatives
LevelEleven, OneUp Sales, SalesScreen, SmartWinnrMistral SmallAmbitionAmbitionHeldAmbitionSpinifyno first choiceagainst: Ambition, SalesScreen
Two alternatives
SalesScreen, SpinifyThree alternatives
LevelEleven, SalesScreen, SpinifyFive alternatives
AmplifAI, Centrical, SalesScreen, SmartWinnr, SpinifyOne alternative
AmbitionDeepSeek V4 FlashAmbitionAmbitionHeldagainst: Hoopla, LevelEleven, Plecto, SalesScreenno first choiceSpinifyagainst: Ambition, SalesScreenSpinifyagainst: Gamify, Hoopla, Plecto, SalesScreen, SmartWinnr, Spinify, Zoho Motivator
Three alternatives
SalesScreen, SmartWinnr, SpinifyOne alternative
SpinifySeven alternatives
Ambition, Hoopla, LevelEleven, Plecto, SalesScreen, SmartWinnr, SpinifyOne alternative
LevelElevenFive alternatives
Ambition, Centrical, LevelEleven, Plecto, SalesScreenLlama 4 MaverickAmbitionno first choiceChangedAmbitionno first choiceno first choiceagainst: Ambition, SalesScreen, Spinify
Three alternatives
LevelEleven, SalesScreen, SpinifyTwo alternatives
SalesScreen, SpinifyQwen 3.7 FlashAmbitionSpinifyChangedSalesScreen, SpinifySpinifyno first choicenothing named
Three alternatives
Plecto, SalesScreen, SpinifyThree alternatives
Ambition, Contest, Salesforce SpiffFour alternatives
Ambition, Centrical, LevelEleven, SmartWinnrTwo alternatives
Ambition, SalesHoodKimi K2AmbitionAmbitionHeldagainst: LevelElevenAmbitionSpinifyagainst: Ambition, Plecto, SalesScreen, Spinifyno first choiceagainst: Ambition, Hoopla, SalesScreen, Spinify
Four alternatives
LevelEleven, Plecto, SalesScreen, SpinifyOne alternative
SpinifySix alternatives
Centrical, OneUp Sales, Plecto, SalesScreen, SmartWinnr, SpinifyOne alternative
LevelElevenGLM 4.7 FlashXAmbitionAmbitionHeldSpinifySpinifyagainst: Ambition, LevelEleven, Plecto, SalesScreenno first choicenothing named
Five alternatives
LevelEleven, Plecto, SalesScreen, SmartWinnr, SpinifyOne alternative
SalesScreenFive alternatives
Ambition, LevelEleven, Plecto, SalesScreen, SmartWinnrMiniMax M2.5SpinifySalesforce Spiff, SpinifyChangedAmbition, SpinifySpinifyagainst: LevelEleven, SalesScreenno first choicenothing named
Two alternatives
Centrical, SalesScreenThree alternatives
Ambition, Hurrah! Leaderboard, SalesScreenFive alternatives
Centrical, Hoopla, LevelEleven, SalesScreen, SmartWinnrOne alternative
AmbitionGPT-6 LunaAmbitionAmbitionHeldno first choiceSpinifyagainst: Ambition, SalesScreenno first choiceagainst: Hoopla, LevelEleven, SalesScreen, Spinify
Two alternatives
SalesScreen, SpinifyOne alternative
SalesScreenSeven alternatives
Ambition, Centrical, Hoopla, LevelEleven, SalesScreen, SmartWinnr, SpinifyMuse Glimmer 30BAmbitionSpinifyChangedSalesScreenSpinifyagainst: SalesScreenno first choiceagainst: Ambition, Hoopla, SalesScreen
Two alternatives
SalesScreen, SpinifyOne alternative
AmbitionSeven alternatives
Ambition, Centrical, Hoopla, LevelEleven, Plecto, SmartWinnr, SpinifyOne alternative
Sales Gamification.ioBold 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.
Eighty-four 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 | 2026-11-01 11:33 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:35 | yes | 1 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:25 | yes | 8 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:13 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:39 | yes | 11 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:50 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:13 | yes | 24 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:54 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:32 | yes | 5 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:47 | yes | 14 | 32 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:53 | yes | 15 | 32 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:02 | yes | 15 | 44 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:25 | yes | 4 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:06 | yes | 13 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:02 | yes | 10 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:11 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:00 | yes | 8 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:20 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:16 | yes | 10 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:15 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:47 | yes | 25 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:28 | yes | 5 | 4 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:27 | yes | 5 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:30 | yes | 25 | 41 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:15 | yes | 25 | 60 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:02 | yes | 5 | 30 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:44 | yes | 4 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:53 | yes | 22 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:38 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:28 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:52 | yes | 7 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:12 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:09 | yes | 11 | 21 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:18 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:12 | yes | 22 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:36 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:44 | yes | 19 | 52 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:36 | yes | 20 | 40 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:10 | yes | 15 | 73 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:02 | yes | 5 | 39 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:25 | yes | 8 | 31 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:11 | yes | 13 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:37 | yes | 14 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:18 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:37 | yes | 9 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:24 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:13 | yes | 18 | 14 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:08 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:58 | yes | 24 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:15 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:24 | yes | 10 | 27 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:48 | yes | 24 | 45 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:05 | yes | 17 | 22 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:30 | yes | 14 | 30 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:33 | yes | 2 | 19 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:07 | yes | 19 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:46 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:06 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:30 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:55 | yes | 10 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:31 | yes | 9 | 19 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:25 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:35 | yes | 24 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:37 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:13 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:56 | yes | 10 | 58 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:43 | yes | 12 | 23 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:41 | no | 0 | 27 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:43 | yes | 5 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:43 | yes | 14 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:56 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:13 | yes | 3 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:27 | no | 0 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 15:24 | yes | 10 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:05 | yes | 14 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:50 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:34 | yes | 22 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:59 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:32 | yes | 23 | 86 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:14 | yes | 22 | 40 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:04 | yes | 20 | 113 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:20 | yes | 17 | 53 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:41 | yes | 4 | 29 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:21 | yes | 20 | 27 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Xoxoday read as Xoxoday Compass
Unresolved, counted raw
Axonify
Contest
Gamify (Gamify Software LLC)
Mambo.IO
Sales Gamification.io
Salesforce
Salesforce (with AppExchange add-ons)
Discontinued, still offered
No shut-down product was recommended here.