TokenReply

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Availability100.0%
Available

Samples: 16

Latency1.6 s
Output speed99.8 tok/s

GLM 5.3 paid model.

Input / 1M tokens
$1.4
Output / 1M tokens
$4.4
Context window
1,048,576
Route
Default
Roleplay

Roleplay combines public evaluations of emotional understanding, creative writing and story-related skills. It is a comparative reference, not a direct roleplay test.

Each benchmark is rescaled to 1–10 within its own leaderboard. We average results from the same publisher first, then give each publisher equal weight. Only verified model matches are included.

Creative Writing v3
GLM-5.3: 2,076.7
145 Models · 2026-10-25

LiveBench · Story constraint following
glm-5.3: 72.13
71 Models · 2026-10-25

LiveBench · Theory of mind
glm-5.3: 88.46
71 Models · 2026-10-25

8.9/ 10

Routes

Ability score divided by token cost, ranked across measured model routes. Cost uses equal input and output token counts; higher is better value.

Use this model
devin$0.7$2.2$0.138.9/107.7/10Plans and tiers
forge$0.7$2.2$0.138.9/107.7/10Plans and tiers
Default$1.4$4.4$0.268.9/105.7/10Use this model
opencode_plus$1.4$4.4$0.268.9/105.7/10Plans and tiers
origin$1.4$4.4$0.268.9/105.7/10Plans and tiers
curl --fail-with-body 'https://api.tokenreply.com/v1/chat/completions' \
  -H "Authorization: Bearer $TOKENREPLY_API_KEY" \
  -H 'Content-Type: application/json' \
  --data '{
  "model": "glm-5.3",
  "messages": [
    {
      "role": "user",
      "content": "Reply with hello."
    }
  ]
}'

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