GitHub[208K]Try OpenCode

Model Data

See which models are winning real usage, how the mix is shifting, and what that means for cost.

As of October 19, 2026, DeepSeek V4.1 Flash led OpenCode usage over the past 7 days with 73T tokens, followed by Muse Spark 1.3 Contributor (25T) and space-bunny (16T).

Top Models. Usage of models across OpenCode.

Stacked top model usage chart
Datedeepseek-v4.1-flashmuse-spark-1.3-contributorspace-bunnymimo-v2.6-flashglm-5.3-flashbeamnemotron-3-ultrastep-5-previewlongcat-2.5-previewOthertotal
AUG 250B0B0B0B9.0T0B615B0B0B8.8T18T
AUG 260B0B0B0B6.3T0B596B0B0B9.4T16T
AUG 270B0B0B0B634B0B643B0B0B10T12T
AUG 280B0B0B0B620B0B609B0B0B9.2T10T
AUG 290B0B0B0B453B0B627B0B0B8.0T9.1T
AUG 300B0B0B0B442B0B423B0B0B7.7T8.6T
AUG 310B0B0B0B669B0B378B0B0B9.4T10T
SEP 10B0B0B0B695B0B368B0B0B9.5T11T
SEP 20B117B0B0B581B0B412B0B0B9.3T10T
SEP 30B3.3T0B0B538B0B388B0B0B8.0T12T
SEP 40B4.4T0B0B485B0B398B0B0B7.3T13T
SEP 50B4.6T0B0B364B0B414B0B0B5.9T11T
SEP 60B4.6T0B0B343B0B390B0B0B5.7T11T
SEP 70B4.5T0B0B516B0B426B0B0B6.8T12T
SEP 80B4.6T0B0B506B0B318B0B0B7.0T12T
SEP 90B5.7T0B0B546B0B322B0B0B6.7T13T
SEP 103.0T5.9T0B0B603B0B336B0B0B6.5T16T
SEP 115.0T5.2T0B0B468B0B272B0B0B5.1T16T
SEP 125.4T5.5T0B0B400B0B410B0B0B4.7T16T
SEP 135.6T4.4T0B0B403B0B311B0B0B4.6T15T
SEP 146.5T5.0T0B0B624B0B307B0B0B5.5T18T
SEP 157.5T5.1T0B0B635B0B306B0B0B5.6T19T
SEP 168.2T5.3T0B0B596B0B391B0B0B5.6T20T
SEP 178.8T5.9T0B0B566B0B438B0B0B5.1T21T
SEP 188.2T5.9T0B0B0B0B541B0B0B4.8T19T
SEP 196.5T4.7T0B0B380B0B515B0B0B4.1T16T
SEP 206.9T4.8T0B0B426B0B503B0B0B4.2T17T
SEP 218.9T5.4T0B32B566B0B489B0B0B4.9T20T
SEP 228.0T5.7T0B941B506B0B507B0B0B4.8T20T
SEP 237.0T5.8T1.5T1.2T446B0B307B0B0B4.3T21T
SEP 246.2T5.4T6.8T1.2T402B0B398B0B0B4.1T25T
SEP 254.6T5.1T9.0T1.3T370B0B642B0B0B2.7T24T
SEP 264.3T5.1T7.9T1.2T309B0B731B0B136B1.7T21T
SEP 274.4T5.1T8.3T1.2T299B0B663B0B359B1.5T22T
SEP 286.2T5.4T8.7T1.5T410B0B634B0B529B2.3T26T
SEP 296.4T5.3T9.6T1.5T393B0B465B0B543B2.1T26T
SEP 305.7T4.8T10T1.5T362B0B459B0B546B1.8T25T
OCT 14.9T4.5T9.7T1.4T276B0B524B0B427B1.4T23T
OCT 24.7T4.4T9.0T1.4T256B0B536B0B321B1.6T22T
OCT 34.4T4.9T8.3T1.3T227B0B577B0B292B1.4T21T
OCT 44.4T5.2T8.9T1.3T231B0B650B0B278B1.4T22T
OCT 55.3T5.7T9.9T1.5T294B0B564B0B278B1.6T25T
OCT 65.7T6.0T5.8T2.2T303B0B516B0B369B2.1T23T
OCT 75.6T5.7T3.9T2.4T320B0B578B0B368B2.1T21T
OCT 86.3T5.8T3.7T2.4T340B0B588B354B348B2.0T22T
OCT 97.1T5.5T3.5T1.7T342B0B640B1.2T360B1.6T22T
OCT 106.9T5.7T3.3T1.5T314B0B681B1.5T315B1.4T22T
OCT 116.3T5.7T3.0T1.3T276B0B732B1.2T254B1.2T20T
OCT 128.9T5.8T3.1T1.6T418B0B705B622B275B1.6T23T
OCT 1310T6.0T3.1T1.6T401B135B657B675B263B1.5T25T
OCT 1411T6.0T3.0T1.6T409B340B659B722B339B1.2T25T
OCT 1512T5.6T2.9T1.8T419B330B476B731B370B1.1T26T
OCT 1614T5.2T2.5T1.6T694B427B42B183B370B1.2T26T
OCT 1713T1.1T2.6T1.2T1.3T836B41B12B387B1.0T22T
OCT 1812T988B2.2T1.4T1.1T761B510B11B328B867B21T
OCT 19698B59B111B76B65B43B36B1B20B54B1.2T
04
mimo-v2.6-flash9.4T tokens
Xiaomi-29% vs previous week
05
glm-5.3-flash4.4T tokens
Zhipu+92% vs previous week
06
beam2.9T tokens
ReflectionNew
07
nemotron-3-ultra2.4T tokens
NVIDIA-46% vs previous week
08
step-5-preview2.3T tokens
StepFun-51% vs previous week
09
longcat-2.5-preview2.1T tokens
Meituan-9% vs previous week
10
deepseek-v4-flash1.6T tokens
DeepSeek-72% vs previous week
11
nemotron-3.5-super-vl1.1T tokens
NVIDIANew
12
gpt-6-luna614B tokens
OpenAI-21% vs previous week
13
nemotron-3.5-lightning565B tokens
NVIDIA-22% vs previous week
14
deepseek-v4-pro440B tokens
DeepSeek-8% vs previous week
15
mimo-v2.6-pro372B tokens
Xiaomi-22% vs previous week
16
mimo-v2.5311B tokens
Xiaomi-23% vs previous week
17
muse-spark-1.2-contributor263B tokens
Meta-35% vs previous week
18
deepseek-v4-flash-vision-exp249B tokens
DeepSeek-61% vs previous week
01
deepseek-v4.1-flash73T tokens
DeepSeek+56% vs previous week
02
muse-spark-1.3-contributor25T tokens
Meta-38% vs previous week
03
space-bunny16T tokens
-38% vs previous week
04
mimo-v2.6-flash9.4T tokens
Xiaomi-29% vs previous week
05
glm-5.3-flash4.4T tokens
Zhipu+92% vs previous week
06
beam2.9T tokens
ReflectionNew
07
nemotron-3-ultra2.4T tokens
NVIDIA-46% vs previous week
08
step-5-preview2.3T tokens
StepFun-51% vs previous week
09
longcat-2.5-preview2.1T tokens
Meituan-9% vs previous week
10
deepseek-v4-flash1.6T tokens
DeepSeek-72% vs previous week
11
nemotron-3.5-super-vl1.1T tokens
NVIDIANew
12
gpt-6-luna614B tokens
OpenAI-21% vs previous week
13
nemotron-3.5-lightning565B tokens
NVIDIA-22% vs previous week
14
deepseek-v4-pro440B tokens
DeepSeek-8% vs previous week
15
mimo-v2.6-pro372B tokens
Xiaomi-22% vs previous week
16
mimo-v2.5311B tokens
Xiaomi-23% vs previous week
17
muse-spark-1.2-contributor263B tokens
Meta-35% vs previous week
18
deepseek-v4-flash-vision-exp249B tokens
DeepSeek-61% vs previous week
LEARN MORETOP MODELS▸

Unique Users. Daily unique OpenCode users by model.

Stacked unique user chart by model
Datedeepseek-v4.1-flashmimo-v2.6-flashmuse-spark-1.3-contributorgpt-6-lunaglm-5.3-flashspace-bunnylongcat-2.5-previewdeepseek-v4-flashbeamOthertotal
AUG 25000092K0083K0265K440K
AUG 26000078K0079K0274K430K
AUG 27000022K0092K0274K388K
AUG 28000022K0089K0232K343K
AUG 29000017K0069K0180K266K
AUG 30000016K0067K0176K260K
AUG 31000024K0089K0239K352K
SEP 1000024K0089K0230K343K
SEP 2002.6K023K0084K0222K332K
SEP 30025K024K0082K0221K352K
SEP 40029K022K0074K0202K328K
SEP 50027K016K0059K0152K254K
SEP 60028K015K0057K0146K246K
SEP 70033K021K0072K0182K309K
SEP 80035K021K0070K0173K299K
SEP 90034K020K0067K0161K283K
SEP 1032K035K021K0067K0165K319K
SEP 1143K034K017K0059K0141K293K
SEP 1238K031K013K0045K0108K235K
SEP 1339K031K012K0043K0110K235K
SEP 1454K038K020K0057K0149K317K
SEP 1555K038K020K0055K0149K317K
SEP 1658K038K019K0054K0162K331K
SEP 1768K034K020K0051K0161K334K
SEP 1863K036K000048K0136K282K
SEP 1953K035K015K0036K0118K258K
SEP 2054K029K016K0034K0108K242K
SEP 2180K2.2K38K021K0052K0127K320K
SEP 2266K41K36K019K0048K0122K333K
SEP 2362K39K35K2.5K18K6.9K045K0100K308K
SEP 2460K37K34K12K16K20K044K083K306K
SEP 2549K21K32K12K13K34K229K069K260K
SEP 2645K18K29K11K12K36K3.4K18K060K231K
SEP 2746K17K28K12K12K35K6.7K17K060K233K
SEP 2862K22K34K16K15K45K8.4K27K077K306K
SEP 2967K23K36K17K15K49K8.4K25K075K315K
SEP 3061K22K34K16K14K50K8.1K24K069K298K
OCT 155K22K33K15K13K49K7.5K17K063K274K
OCT 253K22K32K14K12K46K7.3K15K065K267K
OCT 346K18K28K12K10K41K6.9K12K059K233K
OCT 445K17K28K12K10K41K6.8K12K058K230K
OCT 553K21K35K16K12K50K7.9K14K071K279K
OCT 657K41K38K17K13K35K12K21K075K309K
OCT 763K42K39K17K13K25K13K23K080K315K
OCT 873K42K36K19K14K25K13K25K093K340K
OCT 986K31K35K19K14K24K13K24K088K333K
OCT 1079K28K31K16K12K22K12K24K077K300K
OCT 1172K22K30K15K11K19K12K19K071K271K
OCT 1297K28K37K22K15K20K14K25K092K350K
OCT 13100K27K37K25K15K19K13K23K6.7K91K356K
OCT 14105K31K36K27K15K18K13K13K11K96K365K
OCT 15121K41K34K27K16K17K13K9.8K8.9K98K387K
OCT 16125K42K34K25K26K18K15K8.6K11K91K396K
OCT 17118K39K10K22K30K18K15K6.6K14K76K349K
OCT 1896K28K7.6K20K22K14K11K4.2K12K59K273K
OCT 1928K4.8K2.2K3.0K4.1K2.3K2.0K1.1K1.5K7.9K57K

Weekly Retention. Weekly users returning the next week.

RankModelRetentionRateEligible
01mimo-v2.6-flash81.9%4.6K
02muse-spark-1.2-contributor76.6%7.4K
03step-5-preview76.3%919
04space-bunny75.6%10K
05kimi-k2.572.9%133
06claude-haiku-5-571.1%1.1K
07mimo-v2.570.5%23K
08hy370.0%2.9K
09muse-spark-1.3-contributor69.5%48K
10deepseek-v4.1-flash68.5%317K
11minimax-m2.568.5%219
12deepseek-v4-flash67.1%194K
13mimo-v2.6-pro66.9%4.0K
14longcat-2.066.5%770
15qwen3.7-plus66.2%7.7K
LEARN MORETOP MODELS▸

Session Cost. Average cost per session.

COST / SESSION

TOKENS / SESSION

Cost/Session$0.0065

Tokens/Session2.6M

LEARN MORESESSION COST▸

Token Cost. Price per 1M tokens.

Input$0.14

Output$0.28

Cached$0.0028

LEARN MORETOKEN COST▸

Cache Ratio. Share of input tokens served from cache.

Cache Ratio96%

Cached70T

Uncached3.0T

LEARN MORECACHE RATIO▸

Market Share. Compare token share by model author.

Market share by model author
DateDeepSeekMetaOtherXiaomiZhipuNVIDIAMeituanStepFunOpenAI
AUG 2521.3%7.8%4.1%12.5%49.4%4.1%0.1%0.0%0.7%
AUG 2622.9%10.2%4.9%17.4%39.3%4.3%0.1%0.0%0.7%
AUG 2739.8%19.7%8.8%18.1%6.2%6.2%0.2%0.0%0.9%
AUG 2843.9%20.1%9.4%13.0%6.6%5.9%0.2%0.0%0.9%
AUG 2942.9%20.1%10.0%12.2%5.5%8.3%0.2%0.0%0.8%
AUG 3045.6%21.7%4.4%14.9%5.7%6.7%0.2%0.0%0.8%
AUG 3145.6%20.4%3.8%17.2%7.1%4.8%0.2%0.0%0.9%
SEP 144.8%21.5%3.9%16.8%7.3%4.6%0.2%0.0%0.8%
SEP 243.1%24.3%3.9%16.5%6.2%5.0%0.2%0.0%0.8%
SEP 334.8%39.4%3.1%12.9%4.9%4.1%0.2%0.0%0.7%
SEP 428.6%43.6%4.7%13.9%4.2%4.2%0.2%0.0%0.6%
SEP 528.3%47.7%4.5%10.6%3.5%4.9%0.1%0.0%0.5%
SEP 628.3%48.0%4.2%10.8%3.4%4.7%0.1%0.0%0.6%
SEP 730.4%43.0%5.2%11.6%4.6%4.2%0.1%0.0%0.8%
SEP 831.2%43.1%5.1%12.1%4.5%3.1%0.1%0.0%0.8%
SEP 927.8%48.0%4.7%11.3%4.4%3.0%0.1%0.0%0.7%
SEP 1040.1%39.7%2.8%10.3%3.9%2.5%0.1%0.0%0.5%
SEP 1148.9%35.7%1.7%8.1%3.1%2.0%0.1%0.0%0.4%
SEP 1250.3%36.4%1.4%5.9%2.6%3.0%0.0%0.0%0.4%
SEP 1354.6%31.9%1.4%6.5%2.8%2.3%0.0%0.0%0.4%
SEP 1453.7%30.7%1.8%7.6%3.7%1.9%0.0%0.0%0.5%
SEP 1555.7%29.3%1.8%7.1%3.5%2.1%0.0%0.0%0.5%
SEP 1656.6%28.8%2.2%6.5%3.2%2.3%0.0%0.0%0.4%
SEP 1755.9%30.2%3.4%4.8%2.9%2.5%0.0%0.0%0.4%
SEP 1857.2%32.5%1.6%4.8%0.2%3.2%0.0%0.0%0.4%
SEP 1955.4%31.7%1.6%4.9%2.5%3.4%0.0%0.0%0.4%
SEP 2056.3%30.8%1.6%4.9%2.7%3.2%0.0%0.0%0.4%
SEP 2158.3%29.1%1.6%4.9%3.0%2.6%0.0%0.0%0.5%
SEP 2254.3%29.9%1.5%8.5%2.7%2.7%0.0%0.0%0.4%
SEP 2348.4%30.7%8.6%7.8%2.3%1.7%0.0%0.0%0.4%
SEP 2437.1%23.9%28.9%6.0%1.8%1.8%0.0%0.0%0.5%
SEP 2527.0%22.6%38.8%6.6%1.7%2.8%0.0%0.0%0.6%
SEP 2624.7%24.5%37.9%6.6%1.5%3.6%0.7%0.0%0.5%
SEP 2723.9%23.8%38.9%6.5%1.5%3.2%1.7%0.0%0.5%
SEP 2829.9%21.6%34.6%6.7%1.7%2.7%2.1%0.0%0.7%
SEP 2929.6%20.4%37.2%6.6%1.6%1.9%2.1%0.0%0.6%
SEP 3027.1%19.3%40.6%6.7%1.5%2.0%2.2%0.0%0.6%
OCT 124.5%20.0%42.7%6.8%1.3%2.4%1.9%0.0%0.4%
OCT 224.8%20.2%42.1%7.1%1.3%2.7%1.5%0.0%0.3%
OCT 323.2%23.4%40.9%6.9%1.1%2.9%1.4%0.0%0.3%
OCT 422.3%23.4%41.8%6.6%1.1%3.3%1.3%0.0%0.4%
OCT 523.7%22.9%41.3%6.6%1.3%2.6%1.1%0.0%0.5%
OCT 629.2%26.4%27.6%10.4%1.4%2.6%1.6%0.0%0.7%
OCT 732.0%27.6%21.2%11.9%1.6%3.2%1.8%0.0%0.7%
OCT 833.7%27.0%19.0%11.7%1.7%3.1%1.6%1.6%0.6%
OCT 936.7%25.4%16.8%8.5%1.7%3.3%1.7%5.3%0.6%
OCT 1036.0%26.6%16.1%7.4%1.5%3.6%1.5%6.8%0.5%
OCT 1135.3%28.9%15.6%6.9%1.5%4.2%1.3%5.9%0.5%
OCT 1242.3%25.5%14.3%7.6%1.9%3.8%1.2%2.7%0.6%
OCT 1344.7%24.7%14.0%7.1%1.7%3.3%1.1%2.7%0.6%
OCT 1444.4%24.4%14.3%7.0%1.8%3.3%1.4%2.9%0.5%
OCT 1547.9%22.0%13.3%7.4%1.7%2.8%1.5%2.9%0.5%
OCT 1654.6%19.9%12.0%6.7%2.7%1.5%1.4%0.7%0.5%
OCT 1761.8%5.2%16.3%6.2%6.2%2.0%1.8%0.1%0.5%
OCT 1860.9%4.9%15.1%7.3%5.5%4.2%1.6%0.1%0.4%
OCT 1961.0%5.1%13.9%6.9%5.7%5.2%1.7%0.1%0.5%
  1. 01DeepSeek708B tokens61.0%
  3. 03Xiaomi81B tokens6.9%
  4. 04Zhipu66B tokens5.7%
  5. 05NVIDIA60B tokens5.2%
  6. 06Meta59B tokens5.1%
  7. 07Meituan20B tokens1.7%
  8. 08OpenAI5.8B tokens0.5%
  9. 09StepFun806M tokens0.1%

[*]OCT 19 2026

LEARN MOREMARKET SHARE▸

Geographic Breakdown

LEARN MOREGEO BREAKDOWN▸

Methodology. How this data is collected.

Updates
Aggregated every hour. Days and weeks use UTC.
Tokens
Input, output, reasoning, and cached tokens for each request.
Users and sessions
Approximate counts of distinct users and OpenCode sessions.
Cost
Session cost is the average cost per OpenCode session. Token prices are list prices from the OpenCode model catalog.
Retention
The share of a model's users in one week who use it again the next week.
Citation
Cite OpenCode Data (opencode.ai/data) with the update time shown at the top of the page.

Model Comparisons. Popular model pairs from the leaderboard.