OpenClaw ยท Operations Hub

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

Generated 2026-05-27

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 2026-05-27  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
315
all tracked models
Estimated Cost
$0.1732
model_prices + xAI API
Total Tokens
3,424,016
xAI row = invoice cycle; others = session window
Prompt Tokens
3,619,313
input
Completion Tokens
30,693
output
ModelProvider$/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$1.10902,134,62318,6462,153,269$0.1444
deepseek/deepseek-reasoner
deepseek-reasoner (R1). Thinking tokens count toward output cost.
DeepSeek$0.55$2.1911449,6896,279455,968$0.0288
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”1361,035,0015,768814,779$0.0000
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context.
xAI$0.20$0.5010000$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”14000$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€”14000$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
TOTAL3153,619,31330,6933,424,016$0.1732
Total Requests
1,507
all tracked models
Estimated Cost
$1.2980
model_prices + xAI API
Total Tokens
28,417,367
xAI row = invoice cycle; others = session window
Prompt Tokens
28,780,996
input
Completion Tokens
231,374
output
ModelProvider$/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$1.1079724,197,973192,98224,390,955$1.1791
deepseek/deepseek-reasoner
deepseek-reasoner (R1). Thinking tokens count toward output cost.
DeepSeek$0.55$2.19471,975,85123,7661,999,617$0.1189
google/gemini-2.5-flash
Standard context (<200k). Thinking-mode output is $3.50/M.
Google AI Studioโ€”โ€”3352,607,17214,6262,026,795$0.0000
xai/grok-4-1-fast-reasoning
Grok 4.1 Fast (reasoning + non-reasoning). 2M token context.
xAI$0.20$0.50128000$0.0000
nvidia/minimax-m2.7
MiniMax official pay-as-you-go pricing for M2.7 standard.
MiniMax via NVIDIA NIMโ€”โ€”43000$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€”44000$0.0000
groq-main/llama-3.3-70b-versatile
Groq LPU inference. 128K context, up to 33K output.
Groqโ€”โ€”109000$0.0000
cerebras-8b/llama-3.1-8b
Cerebras Llama 3.1 8B. Very fast inference on Cerebras hardware.
Cerebrasโ€”โ€”4000$0.0000
TOTAL1,50728,780,996231,37428,417,367$1.2980
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: 2026-05-27
OpenClaw:
Jobs file:
Runs dir:
last 7 days
Jobs
17
Runs
158
OK
153
Errors
5
Tokens
4,582,695
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20disabled0000โ€”โ€”
daily-morenabled761216350505/27 06:48
day-aheaddisabled0000โ€”โ€”
email-autenabled848312229004505/27 14:30
evaluateenabled11016019205/22 21:01
fpl-deadldisabled0000โ€”โ€”
fpl-pre-ddisabled0000โ€”โ€”
nepal-daienabled7701120020505/27 05:32
openclawenabled1101โ€”05/22 18:01
openclbdedisabled0000โ€”โ€”
opencl0c9enabled11012253105/20 15:01
parentsquenabled56533384621705/27 14:00
portfoliodisabled0000โ€”โ€”
stock-aftdisabled0000โ€”โ€”
stock-mordisabled0000โ€”โ€”
tennis-reenabled1101โ€”05/22 11:00
weekly-todisabled0000โ€”โ€”
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20disabled-0โ€”
daily-morenableddeepseek-chat6163505
daily-morenabledunknown1โ€”
day-aheaddisabled-0โ€”
email-autenableddeepseek-chat58272992
email-autenabledgemini-2.5-flash262017053
evaluateenableddeepseek-reasoner160192
fpl-deadldisabled-0โ€”
fpl-pre-ddisabled-0โ€”
nepal-daienableddeepseek-chat71200205
openclawenabledgrok-4-1-fast1โ€”
openclbdedisabled-0โ€”
opencl0c9enableddeepseek-chat122531
parentsquenableddeepseek-chat46250634
parentsquenabledgemini-2.5-flash8595583
parentsquenabledunknown2โ€”
portfoliodisabled-0โ€”
stock-aftdisabled-0โ€”
stock-mordisabled-0โ€”
tennis-reenabledgrok-4-1-fast1โ€”
weekly-todisabled-0โ€”
Per-day tokens (UTC) (last 7 days)
2026-05-20
  
29,350
2026-05-21
  
502,985
2026-05-22
  
536,091
2026-05-23
  
679,481
2026-05-24
  
783,223
2026-05-25
  
789,529
2026-05-26
  
510,591
2026-05-27
  
751,445
last 30 days
Jobs
17
Runs
649
OK
636
Errors
13
Tokens
17,194,655
Per-job summary
JOB STATUS RUNS OK ERR MODELS TOKENS LAST RUN
camping20disabled66011418005/03 07:00
daily-morenabled28262267391405/27 06:48
day-aheaddisabled0000โ€”โ€”
email-autenabled30129832757168905/27 14:30
evaluateenabled440123654505/22 21:01
fpl-deadldisabled18180132670605/18 08:34
fpl-pre-ddisabled321138912705/13 16:02
nepal-daienabled302911313328705/27 05:32
openclawenabled4401โ€”05/22 18:01
openclbdedisabled22016063104/29 15:01
opencl0c9enabled43117574205/20 15:01
parentsquenabled20520143411908505/27 14:00
portfoliodisabled14140114292705/15 15:00
stock-aftdisabled15150118308405/18 12:31
stock-mordisabled10100126773805/11 07:33
tennis-reenabled4311โ€”05/22 11:00
weekly-todisabled1101โ€”04/27 20:00
Model usage per job
JOB STATUS MODEL USES TOKENS
camping20disableddeepseek-chat614180
daily-morenableddeepseek-chat27673914
daily-morenabledunknown1โ€”
day-aheaddisabled-0โ€”
email-autenableddeepseek-chat2181023111
email-autenabledgemini-2.5-flash836548578
evaluateenableddeepseek-reasoner4236545
fpl-deadldisableddeepseek-chat18326706
fpl-pre-ddisableddeepseek-chat3389127
nepal-daienableddeepseek-chat303133287
openclawenabledgrok-4-1-fast4โ€”
openclbdedisableddeepseek-chat260631
opencl0c9enableddeepseek-chat475742
parentsquenableddeepseek-chat1661581368
parentsquenabledgemini-2.5-flash372537717
parentsquenabledunknown2โ€”
portfoliodisableddeepseek-chat14142927
stock-aftdisableddeepseek-chat15183084
stock-mordisableddeepseek-chat10267738
tennis-reenabledgrok-4-1-fast4โ€”
weekly-todisabledgrok-4-1-fast1โ€”
Per-day tokens (UTC) (last 30 days)
2026-04-27
  
25,850
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
  
703,798
2026-05-21
  
502,985
2026-05-22
  
536,091
2026-05-23
  
679,481
2026-05-24
  
783,223
2026-05-25
  
789,529
2026-05-26
  
510,591
2026-05-27
  
751,445
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.