Modelocracy
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Best social media management tools (worth paying for?)

We asked 10 models: Which social media management tools are actually worth paying for? Each named its own top 10.

Asked 4 ways: List request · Buyer asking for advice · Search query · Worth paying for?. Share of voice pools every wording.

Agreement between models
73%
Same model, run twice
82%
Different picks
20

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#PickScoreListed byClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra

5 lower-scoring picks are not shown; every ballot below lists them in full.

Most divisive

Picks most models listed, at very different positions

Hot takes

Picks that appear on only one ballot

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

  1. Hootsuite
  2. Buffer
  3. Sprout Social
  4. Later
  5. Metricool
  6. Planable
  7. AgoraPulse
  8. Loomly
  9. Iconosquare
  10. SocialPilot

73% with consensus · 89% self-consistent

GPT-6 Luna

  1. Buffer
  2. Sprout Social
  3. Hootsuite
  4. Later
  5. AgoraPulse
  6. Metricool
  7. SocialPilot
  8. Sendible
  9. Loomly
  10. SocialBee

89% with consensus · 76% self-consistent

Gemini 4 Argon

  1. Sprout Social
  2. Buffer
  3. AgoraPulse
  4. Metricool
  5. Hootsuite
  6. Later
  7. Sendible
  8. Vista Social
  9. SocialPilot
  10. Loomly

62% with consensus · 84% self-consistent

Qwen 3.8 Flash

  1. Hootsuite
  2. Buffer
  3. Sprout Social
  4. Later
  5. Metricool
  6. Canva
  7. AgoraPulse
  8. CoSchedule
  9. SocialPilot
  10. Sendible

74% with consensus · 75% self-consistent

DeepSeek V4 Pro

  1. Buffer
  2. Hootsuite
  3. Sprout Social
  4. Later
  5. AgoraPulse
  6. SocialBee
  7. Sendible
  8. SocialPilot
  9. Planable
  10. Metricool

95% with consensus · 77% self-consistent

GLM-5.3

  1. Hootsuite
  2. Buffer
  3. Sprout Social
  4. Later
  5. SocialBee
  6. Sendible
  7. AgoraPulse
  8. Metricool
  9. Loomly
  10. Planoly

79% with consensus · 82% self-consistent

Kimi K3

  1. Buffer
  2. Hootsuite
  3. Sprout Social
  4. Later
  5. AgoraPulse
  6. SocialBee
  7. Sendible
  8. Loomly
  9. Metricool
  10. MeetEdgar

95% with consensus · 76% self-consistent

MiniMax M3

  1. Buffer
  2. Hootsuite
  3. Sprout Social
  4. Later
  5. SocialPilot
  6. Sendible
  7. CoSchedule
  8. AgoraPulse
  9. ContentCal
  10. Planoly

89% with consensus · 82% self-consistent

Mistral Large 4

  1. Hootsuite
  2. Sprout Social
  3. Buffer
  4. Later
  5. SocialBee
  6. AgoraPulse
  7. Sendible
  8. Loomly
  9. ContentStudio
  10. Metricool

70% with consensus · 91% self-consistent

Nemotron 3 Ultra

  1. Hootsuite
  2. Sprout Social
  3. Buffer
  4. Later
  5. AgoraPulse
  6. Sendible
  7. SocialPilot
  8. Loomly
  9. CoSchedule
  10. Zoho Social

72% with consensus · 83% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 54 (lightest) to 96 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5695892718872688080
GPT-6 Luna697069866886826872
Gemini 4 Argon587059595659545659
Qwen 3.8 Flash926959718771727880
DeepSeek V4 Pro718659717896897271
GLM-5.3886856877880738983
Kimi K3728659719680867471
MiniMax M3688254728973866470
Mistral Large 4806856787289746491
Nemotron 3 Ultra807259807183717091