OpenClaw ยท Operations Hub

Model usage and scheduled jobs, with 7-day and 30-day views.

Generated 2026-05-20

Figures and costs on this page are best-effort estimates from the machine that built it.

Model usage & pricing (sessions)

๐Ÿ“Š OpenClaw Usage Dashboard

Generated 2026-05-20  ยท  Source: [redacted path]  ยท  Non-xAI token columns = session logs in the window (parseable timestamp). xAI: tokens + $/M from invoice preview (billing cycle); cost from POST โ€ฆ/usage. Configure credentials (local): [REDACTED_AUTH] / XAI_TEAM_ID.

Total Requests
406
all tracked models
Estimated Cost
$0.3959
model_prices + xAI API
Total Tokens
7,220,711
xAI row = invoice cycle; others = session window
Prompt Tokens
7,264,800
input
Completion Tokens
64,914
output
ModelProvider$/M In$/M OutRequestsPrompt TokensCompl. TokensTotal TokensEst. Cost
deepseek/deepseek-chat
deepseek-chat (V3.2). Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.102076,220,79955,2516,276,050$0.3692
deepseek/deepseek-reasoner
deepseek-reasoner (R1). Thinking tokens count toward output cost.
DeepSeek$0.55$2.1910388,7145,808394,522$0.0267
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”98655,2873,855550,139$0.0000
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context.
xAI$0.20$0.5019000$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”16000$0.0000
nvidia/deepseek-v4-pro
DeepSeek V4-Pro: 1.6T params, 49B active. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Pro)โ€”โ€”0000$0.0000
nvidia/deepseek-v4-flash
DeepSeek published pricing for V4-Flash. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Flash)โ€”โ€”16000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”40000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”0000$0.0000
TOTAL4067,264,80064,9147,220,711$0.3959
Total Requests
1,647
all tracked models
Estimated Cost
$1.4996
model_prices + xAI API
Total Tokens
31,684,972
xAI row = invoice cycle; others = session window
Prompt Tokens
31,900,342
input
Completion Tokens
262,646
output
ModelProvider$/M In$/M OutRequestsPrompt TokensCompl. TokensTotal TokensEst. Cost
deepseek/deepseek-chat
deepseek-chat (V3.2). Cache hit: $0.07/M. Max 8K output.
DeepSeek$0.27$1.1089627,610,348226,51727,836,865$1.3779
deepseek/deepseek-reasoner
deepseek-reasoner (R1). Thinking tokens count toward output cost.
DeepSeek$0.55$2.19482,044,18823,3522,067,540$0.1217
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”3262,245,80612,7771,780,567$0.0000
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context.
xAI$0.20$0.50140000$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”49000$0.0000
nvidia/deepseek-v4-pro
DeepSeek V4-Pro: 1.6T params, 49B active. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Pro)โ€”โ€”0000$0.0000
nvidia/deepseek-v4-flash
DeepSeek published pricing for V4-Flash. NVIDIA NIM endpoint.
NVIDIA NIM (DeepSeek V4 Flash)โ€”โ€”50000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”120000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”18000$0.0000
TOTAL1,64731,900,342262,64631,684,972$1.4996
OpenClaw Usage Dashboard  ยท  Rows sorted by cost, then tokens  ยท  Costs are estimates โ€” verify with each provider  ยท  Edit model_prices.json for non-xAI rates
DeepSeek cost sums usage.cost.total (or its line items) from assistant responses in these session logs only. platform.deepseek.com shows all usage on your API key and is often higher if the key is shared or logs are incomplete.

Scheduled jobs & run tokens (cron store)

OpenClaw cron report
Windows: use the time-range tabs below  ยท  Generated: 2026-05-20
OpenClaw:
Jobs file:
Runs dir:
last 7 days
Jobs
17
Runs
120
OK
118
Errors
2
Tokens
3,598,779
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20disabled0000โ€”โ€”
daily-morenabled550119860105/20 06:45
day-aheaddisabled0000โ€”โ€”
email-autenabled555502128481405/20 14:30
evaluateenabled11015890605/15 21:01
fpl-deadldisabled33015494605/18 08:34
fpl-pre-ddisabled101118254005/13 16:02
nepal-daienabled7701112858405/20 05:32
openclawenabled1101โ€”05/15 18:03
openclbdedisabled0000โ€”โ€”
opencl0c9enabled10111967905/13 15:01
parentsquenabled39390260601005/20 14:00
portfoliodisabled33012321305/15 15:00
stock-aftdisabled33014148605/18 12:31
stock-mordisabled0000โ€”โ€”
tennis-reenabled1101โ€”05/15 11:03
weekly-todisabled0000โ€”โ€”
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20disabled-0โ€”
daily-morenableddeepseek-chat5198601
day-aheaddisabled-0โ€”
email-autenableddeepseek-chat42194868
email-autenabledgemini-2.5-flash131089946
evaluateenableddeepseek-reasoner158906
fpl-deadldisableddeepseek-chat354946
fpl-pre-ddisableddeepseek-chat1182540
nepal-daienableddeepseek-chat71128584
openclawenabledgrok-4-1-fast1โ€”
openclbdedisabled-0โ€”
opencl0c9enableddeepseek-chat119679
parentsquenableddeepseek-chat36377150
parentsquenabledgemini-2.5-flash3228860
portfoliodisableddeepseek-chat323213
stock-aftdisableddeepseek-chat341486
stock-mordisabled-0โ€”
tennis-reenabledgrok-4-1-fast1โ€”
weekly-todisabled-0โ€”
Per-day tokens (UTC) (last 7 days)
2026-05-13
  
219,048
2026-05-14
  
635,926
2026-05-15
  
577,360
2026-05-16
  
121,146
2026-05-18
  
822,134
2026-05-19
  
548,717
2026-05-20
  
674,448
last 30 days
Jobs
17
Runs
731
OK
718
Errors
13
Tokens
17,420,232
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20disabled1313017429905/03 07:00
daily-morenabled28271166723405/20 06:45
day-aheaddisabled0000โ€”โ€”
email-autenabled34734343795455405/20 14:30
evaluateenabled440124034005/15 21:01
fpl-deadldisabled25250150878405/18 08:34
fpl-pre-ddisabled431145024105/13 16:02
nepal-daienabled302911221536505/20 05:32
openclawenabled131301โ€”05/15 18:03
openclbdedisabled22016063104/29 15:01
opencl0c9enabled32115321105/13 15:01
parentsquenabled20820624411598205/20 14:00
portfoliodisabled14140114292705/15 15:00
stock-aftdisabled17170122764105/18 12:31
stock-mordisabled14140170902305/11 07:33
tennis-reenabled5321โ€”05/15 11:03
weekly-todisabled4311โ€”04/27 20:00
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20disableddeepseek-chat1374299
daily-morenableddeepseek-chat28667234
day-aheaddisabled-0โ€”
email-autenableddeepseek-chat1931105599
email-autenabledgemini-2.5-flash886848955
email-autenabledgrok-4-1-fast66โ€”
evaluateenableddeepseek-reasoner4240340
fpl-deadldisableddeepseek-chat25508784
fpl-pre-ddisableddeepseek-chat4450241
nepal-daienableddeepseek-chat302215365
openclawenabledgrok-4-1-fast13โ€”
openclbdedisableddeepseek-chat260631
opencl0c9enableddeepseek-chat353211
parentsquenableddeepseek-chat1471981881
parentsquenabledgemini-2.5-flash322134101
parentsquenabledgrok-4-1-fast28โ€”
parentsquenabledunknown1โ€”
portfoliodisableddeepseek-chat14142927
stock-aftdisableddeepseek-chat17227641
stock-mordisableddeepseek-chat14709023
tennis-reenabledgrok-4-1-fast5โ€”
weekly-todisabledgrok-4-1-fast4โ€”
Per-day tokens (UTC) (last 30 days)
2026-04-21
  
486,124
2026-04-22
  
377,780
2026-04-23
  
525,201
2026-04-24
  
1,047,865
2026-04-25
  
883,704
2026-04-26
  
596,519
2026-04-27
  
916,929
2026-04-28
  
292,927
2026-04-29
  
30,636
2026-04-30
  
308,005
2026-05-01
  
695,820
2026-05-02
  
622,181
2026-05-03
  
514,967
2026-05-04
  
823,073
2026-05-05
  
558,128
2026-05-06
  
715,350
2026-05-07
  
528,408
2026-05-08
  
461,253
2026-05-09
  
606,059
2026-05-10
  
510,141
2026-05-11
  
814,547
2026-05-12
  
836,396
2026-05-13
  
888,488
2026-05-14
  
635,926
2026-05-15
  
577,360
2026-05-16
  
121,146
2026-05-18
  
822,134
2026-05-19
  
548,717
2026-05-20
  
674,448
OpenClaw cron_status_tracker.py ยท Cron run tokens only (not full agent session usage).
Tip: If colors look off in a mail client, use the .txt report for a plain version.