Sales gamification
Asked as “sales gamification platform”, and as “sales leaderboard and competition tool”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
31%
Contested · Ambition 19%
31Spinify19Ambition15SalesScreen35others
31% of first choices, contested.
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 fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
Show the four products at 0%, ordered by negative rate
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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
All ten head-to-head pages: the top five products, each against each
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
04O05
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Spinify31%
Spinify31%02Ambition19%
Ambition19%03SalesScreen15%
SalesScreen15%04Pointagram10%
Pointagram10%05OneUp Sales2%
06LevelEleven0%
LevelEleven0%07Plecto0%
Plecto0%08SmartWinnr0%
SmartWinnr0%09Hoopla0%
Hoopla0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, MiniMax M2.5, GPT-6 Luna 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.
Spinify25%
18 of 71 labels negative · 12 of 14 models · 2 hard negative
“What I'd Avoid or Pause On ... **Spinify** | Recently moved upmarket: now requires **15-user minimum + annual contracts**” Kimi K2, paraphrase prompt
Ambition22%
13 of 59 labels negative · 10 of 14 models · 2 hard negative
“What to Avoid on a Budget - **Ambition** (~$45/user/month) — Powerful but pricey” Kimi K2, budget prompt
SalesScreen16%
9 of 56 labels negative · 9 of 14 models
“Be cautious if your CRM data is messy or delayed, because its strong visualization and contest features still depend on **clean CRM data**” Perplexity Sonar, negative prompt
Hoopla32%
6 of 19 labels negative · 5 of 14 models · 3 hard negative
“Most universally flagged platforms to avoid: Hoopla (dated tech, Salesforce-lock-in)” DeepSeek V4 Flash, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
80 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. 1017 links across 143 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
53 answers · 149 citations · 14 models
vendor site · Guideflow43 answers · 43 citations · 12 models
43 answers · 43 citations · 12 models
34 answers · 48 citations · 10 models
vendor site · Attention32 answers · 33 citations · 12 models
32 answers · 32 citations · 10 models
vendor site · Leaderboarded30 answers · 58 citations · 12 models
vendor site · Open Loyalty26 answers · 27 citations · 10 models
vendor site · Prospeo22 answers · 38 citations · 10 models
22 answers · 22 citations · 12 models
21 answers · 31 citations · 10 models
vendor site · Spinify19 answers · 24 citations · 11 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.
43 answers · 12 models
43 answers · 12 models
32 answers · 10 models
31 answers · 12 models
27 answers · 9 models
26 answers · 12 models
26 answers · 10 models
23 answers · 11 models
21 answers · 11 models
16 answers · 8 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Spinify spinify.com | 31% | 203 | 720 | 4 | 2,417 | 2 | 3 |
| Ambition ambition.com | 19% | 184 | 135,000 | 7,817 | 23,985 | ||
| SalesScreen salesscreen.com | 15% | 161 | 720 | 2 | 2,593 | 3 | 4 |
| Pointagram pointagram.com | 10% | 47 | 70 | 0 | 39 | 0 | |
| Gamifier gamifier.co | 6% | 8 | 20 | 634 | 28 | ||
| Sales Gamification salesgamification.io Sales Gamification 2%, Sales Gamification.io 2% | 4% | 7 | |||||
| OneUp Sales | 2% | 30 | 2 | ||||
| Arcade arcade.software | 2% | 143 | 450,000 | 114,356 | 207,239 | 8 | |
| Leaderboarded leaderboarded.com | 2% | 26 | 33,100 | 4,525 | 41,689 | 2 | |
| Grit Board | 2% |
Google's top ten for the two searches hold 9 sites; 2 of them are among the sites the models cited here (g2.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 a mid-market B2B company?”Paraphrase“Which sales leaderboard and competition tool would you recommend to a mid-sized B2B company?”Comparative“What are the top sales gamification platforms and how do they differ?”Budget-constrained“What is the best sales gamification platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a sales gamification platform. What should we look at?”Negative“Which sales gamification platforms should I avoid or be cautious about?”
Claude Haiku 4.5SpinifySalesScreen, SpinifyChangedSpinifyPointagram, Spinifyno first choiceagainst: Plecto, SalesScreen, Spinify
Two alternatives
Ambition, PlectoTwo alternatives
LevelEleven, PlectoFive alternatives
Ambition, Hoopla, LevelEleven, Plecto, SalesScreenFour alternatives
Arcade, Funifier, SalesScreen, SmartWinnrGPT-5.4 miniSpinifySpinifyHeldno first choiceGamifieragainst: Spinifyno first choiceagainst: Centrical, Rallyware, SalesScreen, Spinify
Three alternatives
Ambition, Gamifier, SalesScreenTwo alternatives
Hoopla, SalesCompeteOne alternative
SalesScreenGemini 3.5 FlashSpinifyAmbitionChangedAmbition, SalesScreenPointagramagainst: Ambition, SalesScreen, SpinifyAmbitionagainst: Ambition, Hoopla, LevelEleven, Plecto, Spinify
Three alternatives
Ambition, LevelEleven, SalesScreenThree alternatives
Plecto, SalesScreen, SpinifyFour alternatives
Leaderboarded, LevelEleven, SmartWinnr, SpinifyTwo alternatives
Agile CRM, LeaderboardedThree alternatives
Centrical, SalesScreen, SpinifyPerplexity SonarSpinifySpinifyHeldagainst: Leaderboardedno first choiceSpinifyno first choiceagainst: Ambition, LevelEleven, SalesScreen, Slack, Spinify, native CRM dashboards
Three alternatives
Ambition, OneUp Sales, SmartWinnrOne alternative
SalesScreenOne alternative
Zoho CRMGrok 4.1 FastSpinifyagainst: Centrical, PointagramSpinifyHeldagainst: Hoopla, Leaderboarded, LevelEleven, MakeTheBoardSalesScreen, SpinifyPointagramagainst: SalesScreen, Spinifyno first choicenothing named
Four alternatives
Ambition, LevelEleven, Plecto, SalesScreenTwo alternatives
Allego, DriftFour alternatives
Ambition, Hoopla, Kendo AI, SmartWinnrTwo alternatives
Arcade, Grit BoardMistral SmallSpinifyAmbition, Kendo.aiChangedno first choiceGamifierno first choiceagainst: Ambition
One alternative
SalesScreenOne alternative
SetSailTwo alternatives
Ambition, PointagramDeepSeek V4 FlashSalesScreenAmbitionChangedAmbitionGamifierAmbitionagainst: Ambition, Hoopla, SalesScreen, Spinify
Three alternatives
Ambition, OneUp Sales, SpinifyTwo alternatives
SalesScreen, SpinifySeven alternatives
Everstage, Hoopla, LevelEleven, Plecto, SalesScreen, SmartWinnr, SpinifyTwo alternatives
Pointagram, SpinifyFour alternatives
Hoopla, SalesScreen, Salesforce Motivate, SpinifyLlama 4 Maverickno first choiceCaptain Up, LeaderboardedChangedno first choiceGuideflowno first choiceagainst: Ambition, LevelEleven, SalesScreen, Spinify
One alternative
Kendo AIQwen 3.7 FlashSalesScreenSalesScreenHeldagainst: Ambitionno first choiceSales Gamification.ioagainst: AmbitionSpinifyagainst: CaptivateIQ, Gainsight, Lattice, Salesforce Revenue Accelerator, Salesforce Spiff
Two alternatives
OneUp Sales, SmartWinnrOne alternative
Kendo.aiThree alternatives
Leaderboarded, Pointagram, SpinifyThree alternatives
Ambition, LevelEleven, SalesScreenKimi K2AmbitionAmbitionHeldagainst: Chorus by ZoomInfo, Gong, Hoopla, SpinifySpinifyGrit Boardagainst: Ambition, Hoopla, SmartWinnr, Spinifyno first choiceagainst: Ambition, SetSail, Spinify
Two alternatives
LevelEleven, SpinifyTwo alternatives
LevelEleven, SalesScreenFive alternatives
Ambition, Hoopla, Kendo AI, LevelEleven, PlectoFive alternatives
Gamifier, Plecto, Pointagram, SalesScreen, Zoho CRMFour alternatives
Ambition, Plecto, SalesScreen, SpinifyGLM 4.7 FlashXSalesScreenSalesScreenHeldagainst: ScoreLeaderSalesScreenArcade, OneUp Salesno first choiceagainst: Ambition, SmartWinnr, Spinify
Three alternatives
Ambition, Kendo AI, SpinifyFour alternatives
Ambition, Leaderboarded, Plecto, SpinifyNine alternatives
Ambition, Centrical, LevelEleven, MindTickle, Plecto, Pointagram, SmartWinnr, Spinify, Zoho MotivatorTwo alternatives
Pointagram, Zoho CRM with MotivatorMiniMax M2.5AmbitionAmbition, SpinifyChangedAmbitionPointagramno first choiceagainst: Spinify
Three alternatives
Gametize, OneUp Sales, SpinifyThree alternatives
Leaderboarded, MakeTheBoard, Play2SellTwo alternatives
SalesScreen, SpinifyThree alternatives
Grit Board, SmartWinnr, SpinifyGPT-6 LunaSpinifySalesScreenChangedSpinifySales Gamificationno first choiceagainst: Ambition, Plecto, SalesScreen, Spinify
Two alternatives
Ambition, SalesScreenTwo alternatives
Ambition, SpinifyFour alternatives
Ambition, Hoopla, Plecto, SalesScreenOne alternative
SpinifyMuse Glimmer 30BAmbition, SpinifySalesScreenChangedno first choicePointagramagainst: SpinifyKontestagainst: Spinifyagainst: Ambition, Centrical, Hoopla, SalesScreen, Spinify
Three alternatives
OneUp Sales, SalesScreen, VisdumFour alternatives
Ambition, Play2Sell, SalesOS, SpinifyNine alternatives
Ambition, Hoopla, LevelEleven, OneUp Sales, SalesScreen, SmartWinnr, Spinify, Zoho CRM, Zoho MotivatorOne alternative
ArcadeThree alternatives
Ambition, OneUp Sales, Salesforce MotivateBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-04 23:37 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:15 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:30 | yes | 8 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:17 | yes | 16 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:56 | yes | 21 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:41 | yes | 14 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:17 | yes | 20 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:36 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:02 | yes | 14 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:24 | yes | 13 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:56 | yes | 23 | 26 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:27 | yes | 5 | 11 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:47 | yes | 3 | 20 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:19 | yes | 13 | 11 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:37 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:58 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:54 | yes | 10 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:07 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:23 | yes | 24 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:36 | yes | 10 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:18 | yes | 19 | 38 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:04 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:45 | yes | 15 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:35 | yes | 18 | 45 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:34 | yes | 22 | 50 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:27 | yes | 9 | 14 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:00 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:12 | yes | 20 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:29 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:13 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:35 | yes | 12 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:10 | yes | 20 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:44 | yes | 19 | 21 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:47 | yes | 8 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:26 | yes | 18 | 57 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:53 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:45 | yes | 5 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:22 | yes | 12 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:34 | yes | 21 | 65 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:24 | yes | 23 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:22 | yes | 5 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:31 | yes | 12 | 29 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:01 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:26 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:15 | yes | 14 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:01 | yes | 16 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:25 | yes | 17 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:17 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:35 | yes | 22 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:32 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:06 | yes | 13 | 41 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:21 | yes | 14 | 55 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:58 | yes | 7 | 19 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:00 | yes | 13 | 23 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:41 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:36 | yes | 21 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:15 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:59 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:13 | yes | 12 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:20 | yes | 18 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:37 | yes | 15 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:46 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:15 | yes | 17 | 43 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:21 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:56 | yes | 10 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:10 | yes | 22 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:29 | yes | 15 | 78 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:14 | yes | 5 | 25 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:22 | yes | 3 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:36 | yes | 14 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:30 | yes | 15 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:12 | yes | 2 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:18 | yes | 20 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 23:12 | yes | 18 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:01 | yes | 21 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:26 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:20 | yes | 24 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:12 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:04 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:10 | yes | 22 | 24 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:56 | yes | 16 | 34 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:34 | yes | 19 | 29 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:31 | yes | 4 | 25 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:34 | yes | 22 | 28 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
None. Every name in this category resolved on its own.
Unresolved, counted raw
Badgeyay
Hooplr
Kendo.ai
Novigem
Qstream
Rallyware
Sales Gamification.io
SalesOS
Salesforce Revenue Accelerator
Salesforce reports
Stride
Zoho CRM with Motivator
Zoho CRM's built-in "Gamescope"
Discontinued, still offered
No shut-down product was recommended here.